Ali H. Sayed

CoRR, 2024

Asynchronous Diffusion Learning with Agent Subsampling and Local Updates.

[BibT_eX]

[DOI]

CoRR, 2024

Diffusion Stochastic Optimization for Min-Max Problems.

[BibT_eX]

[DOI]

Haoyuan Cai

CoRR, 2024

2023

Privatized graph federated learning.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., December, 2023

Optimal Aggregation Strategies for Social Learning Over Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, September, 2023

Self-Aware Social Learning Over Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, August, 2023

Networked Signal and Information Processing: Learning by multiagent systems.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., July, 2023

Learning From Heterogeneous Data Based on Social Interactions Over Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, May, 2023

Partial Information Sharing Over Social Learning Networks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, March, 2023

Estimating the Topology of Preferential Attachment Graphs Under Partial Observability.

[BibT_eX]

[DOI]

Michele Cirillo

IEEE Trans. Inf. Theory, February, 2023

Design of a Tap-Amplitude-Based Block Proportional Adaptive Filtering Algorithm.

[BibT_eX]

[DOI]

Sheng Zhang

Hongyang Chen

IEEE Trans. Signal Process., 2023

Enforcing Privacy in Distributed Learning With Performance Guarantees.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

Quantization for Decentralized Learning Under Subspace Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

Diffusion Bayesian Decorrelation Algorithms Over Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

Memory-Aware Social Learning Under Partial Information Sharing.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

Social Learning in Community Structured Graphs.

[BibT_eX]

[DOI]

CoRR, 2023

Causal Influences over Social Learning Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Non-Asymptotic Performance of Social Machine Learning Under Limited Data.

[BibT_eX]

[DOI]

CoRR, 2023

Graph Exploration for Effective Multi-agent Q-Learning.

[BibT_eX]

[DOI]

Ainur Zhaikhan

CoRR, 2023

Compressed Regression over Adaptive Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Decentralized Adversarial Training over Graphs.

[BibT_eX]

[DOI]

CoRR, 2023

Policy Evaluation in Decentralized POMDPs with Belief Sharing.

[BibT_eX]

[DOI]

Fatima Ghadieh

CoRR, 2023

On the Fusion Strategies for Federated Decision Making.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Identifying Opinion Influencers over Social Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Local Graph-Homomorphic Processing for Privatized Distributed Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Performance of Social Machine Learning Under Limited Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Learning Dynamic Graphs under Partial Observability.

[BibT_eX]

[DOI]

Michele Cirillo

Proceedings of the IEEE International Conference on Acoustics, 2023

The Role of Memory in Social Learning When Sharing Partial Opinions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Asynchronous Social Learning.

[BibT_eX]

[DOI]

Mert Cemri

Proceedings of the IEEE International Conference on Acoustics, 2023

Compressed Distributed Regression over Adaptive Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Multi-Agent Adversarial Training Using Diffusion Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Social Learning with Non-Bayesian Local Updates.

[BibT_eX]

[DOI]

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Federated Learning Under Importance Sampling.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

Explainability and Graph Learning From Social Interactions.

[BibT_eX]

[DOI]

Konstantinos Ntemos

IEEE Trans. Signal Inf. Process. over Networks, 2022

Regularized Diffusion Adaptation via Conjugate Smoothing.

[BibT_eX]

[DOI]

Lieven Vandenberghe

IEEE Trans. Autom. Control., 2022

Second-Order Guarantees of Stochastic Gradient Descent in Nonconvex Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2022

2021 IEEE Signal Processing Society General Election Results for President-Elect, Members-at-Large, and Regional Directors-at-Large [Society News].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2022

Decision-making algorithms for learning and adaptation with application to COVID-19 data.

[BibT_eX]

[DOI]

Signal Process., 2022

Distributed Bayesian Learning of Dynamic States.

[BibT_eX]

[DOI]

CoRR, 2022

Discovering Influencers in Opinion Formation over Social Graphs.

[BibT_eX]

[DOI]

Mert Cemri

CoRR, 2022

Networked Signal and Information Processing.

[BibT_eX]

[DOI]

CoRR, 2022

Dencentralized learning in the presence of low-rank noise.

[BibT_eX]

[DOI]

CoRR, 2022

Random Information Sharing over Social Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Decentralized GAN Training Through Diffusion Learning.

[BibT_eX]

[DOI]

Zhuoyue Wang

Flávio R. M. Pavan

Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022

Social Learning under Randomized Collaborations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2022

A Fundamental Limit of Distributed Hypothesis Testing Under Memoryless Quantization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2022

Decentralized Learning in the Presence of Low-Rank Noise.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Optimal Combination Policies for Adaptive Social Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Adaptive Diffusion with Compressed Communication.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Social Learning with Disparate Hypotheses.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

Finite Bit Quantization for Decentralized Learning Under Subspace Constraints.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

Decentralized Semi-supervised Learning over Multitask Graphs.

[BibT_eX]

[DOI]

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

Frequency-Domain Diffusion Adaptation Over Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Distributed Learning in Non-Convex Environments - Part II: Polynomial Escape From Saddle-Points.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Distributed Learning in Non-Convex Environments - Part I: Agreement at a Linear Rate.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Decision Learning and Adaptation Over Multi-Task Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Dual Consensus Proximal Algorithm for Multi-Agent Sharing Problems.

[BibT_eX]

[DOI]

Qi Lyu

Ming Yan

IEEE Trans. Signal Process., 2021

Adaptive Social Learning.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2021

Multiagent Fully Decentralized Value Function Learning With Linear Convergence Rates.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2021

Decentralized Proximal Gradient Algorithms With Linear Convergence Rates.

[BibT_eX]

[DOI]

Ernest K. Ryu

IEEE Trans. Autom. Control., 2021

Combinations of Adaptive Filters.

[BibT_eX]

[DOI]

Luis Antonio Azpicueta-Ruiz

Magno T. M. Silva

CoRR, 2021

Distributed Adaptive Learning Under Communication Constraints.

[BibT_eX]

[DOI]

CoRR, 2021

Hidden Markov Modeling over Graphs.

[BibT_eX]

[DOI]

CoRR, 2021

Deception in Social Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Competing Adaptive Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

A Graph Federated Architecture with Privacy Preserving Learning.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

Graph-Homomorphic Perturbations for Private Decentralized Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Optimal Importance Sampling for Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Social Learning Under Inferential Attacks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Gramian-Based Adaptive Combination Policies for Diffusion Learning Over Networks.

[BibT_eX]

[DOI]

Y. Efe Erginbas

Proceedings of the IEEE International Conference on Acoustics, 2021

Learning Bollobás-Riordan Graphs Under Partial Observability.

[BibT_eX]

[DOI]

Michele Cirillo

Proceedings of the IEEE International Conference on Acoustics, 2021

Network Classifiers Based on Social Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Distributed Meta-Learning with Networked Agents.

[BibT_eX]

[DOI]

Proceedings of the 29th European Signal Processing Conference, 2021

Logical Team Q-learning: An approach towards factored policies in cooperative MARL.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Online Graph Learning from Social Interactions.

[BibT_eX]

[DOI]

Konstantinos Ntemos

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

On the Influence of Bias-Correction on Distributed Stochastic Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Variance-Reduced Stochastic Learning Under Random Reshuffling.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Adaptation and Learning Over Networks Under Subspace Constraints - Part II: Performance Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Adaptation and Learning Over Networks Under Subspace Constraints - Part I: Stability Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Walkman: A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Affine Combination of Diffusion Strategies Over Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Convex Combination of Diffusion Strategies Over Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2020

Online Distributed Learning Over Graphs With Multitask Graph-Filter Models.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2020

Local Tomography of Large Networks Under the Low-Observability Regime.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2020

A Proximal Diffusion Strategy for Multiagent Optimization With Sparse Affine Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2020

Distributed Coupled Multiagent Stochastic Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2020

Election of Regional Directors-at-Large and Members-at-Large [Society News].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2020

If You Cannot Come to Us, We Will Go to You... [President's Message].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2020

Multitask Learning Over Graphs: An Approach for Distributed, Streaming Machine Learning.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2020

Tracking Performance of Online Stochastic Learners.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2020

Diffusion LMS With Communication Delays: Stability and Performance Analysis.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2020

Graph Learning Under Partial Observability.

[BibT_eX]

[DOI]

Proc. IEEE, 2020

Optimization for Data-Driven Learning and Control.

[BibT_eX]

[DOI]

Proc. IEEE, 2020

Dif-MAML: Decentralized Multi-Agent Meta-Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Multitask learning over graphs.

[BibT_eX]

[DOI]

CoRR, 2020

Second-order guarantees in centralized, federated and decentralized nonconvex optimization.

[BibT_eX]

[DOI]

Commun. Inf. Syst., 2020

Linear convergence of primal-dual gradient methods and their performance in distributed optimization.

[BibT_eX]

[DOI]

Autom., 2020

Dynamic Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

Linear Speedup in Saddle-Point Escape for Decentralized Non-Convex Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Learning Graph Influence from Social Interactions.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Social Learning with Partial Information Sharing.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Adaptation and Learning in Multi-Task Decision Systems.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Adaptation in Online Social Learning.

[BibT_eX]

[DOI]

Proceedings of the 28th European Signal Processing Conference, 2020

A Multi-Agent Primal-Dual Strategy for Composite Optimization over Distributed Features.

[BibT_eX]

[DOI]

Ming Yan

Proceedings of the 28th European Signal Processing Conference, 2020

Second-Order Guarantees in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Exact Diffusion for Distributed Optimization and Learning - Part II: Convergence Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Exact Diffusion for Distributed Optimization and Learning - Part I: Algorithm Development.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Variance-Reduced Stochastic Learning by Networked Agents Under Random Reshuffling.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Stochastic Learning Under Random Reshuffling With Constant Step-Sizes.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Supervised Learning Under Distributed Features.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Dynamic Average Diffusion With Randomized Coordinate Updates.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2019

Consistent Tomography Under Partial Observations Over Adaptive Networks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2019

Detection Under One-Bit Messaging Over Adaptive Networks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2019

"Guilty of the Good We Did Not Do" [President's Message].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2019

Losing Your Mind [President's Message].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2019

Informing the Misinformed [President's Message].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2019

People's Needs or People's Greed [President's Message].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2019

Quantum Leaps [President's Message].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2019

Dynamite, Electricity, and Nobel's World [President's Message].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2019

A Regularization Framework for Learning Over Multitask Graphs.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2019

Decentralized Decision-Making Over Multi-Task Networks.

[BibT_eX]

[DOI]

Sahar Khawatmi

Signal Process., 2019

Inverse Graph Learning over Optimization Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Network Classifiers With Output Smoothing.

[BibT_eX]

[DOI]

CoRR, 2019

Interplay between Topology and Social Learning over Weak Graphs.

[BibT_eX]

[DOI]

CoRR, 2019

ISL: Optimal Policy Learning With Optimal Exploration-Exploitation Trade-Off.

[BibT_eX]

[DOI]

CoRR, 2019

Second-Order Guarantees of Stochastic Gradient Descent in Non-Convex Optimization.

[BibT_eX]

[DOI]

CoRR, 2019

Topology Inference over Networks with Nonlinear Coupling.

[BibT_eX]

[DOI]

CoRR, 2019

Adaptation and learning over networks under subspace constraints.

[BibT_eX]

[DOI]

CoRR, 2019

Learning Erdős-Rényi Graphs under Partial Observations: Concentration or Sparsity?

[BibT_eX]

[DOI]

CoRR, 2019

A Linearly Convergent Proximal Gradient Algorithm for Decentralized Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Graph Learning with Partial Observations: Role of Degree Concentration.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

COVER: A Cluster-based Variance Reduced Method for Online Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Diffusion Learning in Non-convex Environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Distributed Inference over Networks under Subspace Constraints.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Exponential Collapse of Social Beliefs over Weakly-connected Heterogeneous Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Team Policy Learning for Multi-agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Enhanced Diffusion Learning Over Networks.

[BibT_eX]

[DOI]

Proceedings of the 27th European Signal Processing Conference, 2019

Distributed Value-Function Learning with Linear Convergence Rates.

[BibT_eX]

[DOI]

Proceedings of the 17th European Control Conference, 2019

On the Performance of Exact Diffusion over Adaptive Networks.

[BibT_eX]

[DOI]

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Polynomial Escape-Time from Saddle Points in Distributed Non-Convex Optimization.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Distributed Learning over Networks under Subspace Constraints.

[BibT_eX]

[DOI]

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

Coordinate-Descent Diffusion Learning by Networked Agents.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Decentralized Consensus Optimization With Asynchrony and Delays.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2018

Twinkle, Twinkle, Little Star [President's Message].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2018

Science Is Blind [President's Message].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2018

Intelligent Machines and the Planet of the Apes [President's Message].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2018

Galileo, Fourier, and Openness in Science [President's Message].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2018

Big Ideas or Big Data? [President's Message].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2018

Performance limits of stochastic sub-gradient learning, Part I: Single agent case.

[BibT_eX]

[DOI]

Signal Process., 2018

Performance limits of stochastic sub-gradient learning, part II: Multi-agent case.

[BibT_eX]

[DOI]

Signal Process., 2018

Multi-Agent Fully Decentralized Off-Policy Learning with Linear Convergence Rates.

[BibT_eX]

[DOI]

Hossein Shokri Ghadikolaei

CoRR, 2018

Learning Kolmogorov Models for Binary Random Variables.

[BibT_eX]

[DOI]

Hadi G. Ghauch

Mikael Skoglund

Carlo Fischione

CoRR, 2018

Learning Under Distributed Features.

[BibT_eX]

[DOI]

CoRR, 2018

Learning over Multitask Graphs - Part II: Performance Analysis.

[BibT_eX]

[DOI]

CoRR, 2018

Learning over Multitask Graphs - Part I: Stability Analysis.

[BibT_eX]

[DOI]

CoRR, 2018

A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization.

[BibT_eX]

[DOI]

CoRR, 2018

Stochastic Learning under Random Reshuffling.

[BibT_eX]

[DOI]

CoRR, 2018

Belief Control Strategies for Interactions over Weak Graphs.

[BibT_eX]

[DOI]

CoRR, 2018

Distributed Inference Over Multitask Graphs Under Smoothness.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Consistent Tomography over Diffusion Networks under the Low-Observability Regime.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Convergence of Variance-Reduced Learning Under Random Reshuffling.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Distributed Diffusion Adaptation Over Graph Signals.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Tomography of Adaptive Multi-Agent Networks Under Limited Observation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Distributed Coupled Learning Over Adaptive Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Efficient Variance-Reduced Learning Over Multi-Agent Networks.

[BibT_eX]

[DOI]

Proceedings of the 26th European Signal Processing Conference, 2018

A Preconditioned Graph Diffusion LMS for Adaptive Graph Signal Processing.

[BibT_eX]

[DOI]

Proceedings of the 26th European Signal Processing Conference, 2018

Decisions Under Binary Messaging Over Adaptive Networks.

[BibT_eX]

[DOI]

Proceedings of the 26th European Signal Processing Conference, 2018

An Exponentially Convergent Algorithm for Learning Under Distributed Features.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Data Science Workshop, 2018

Online Graph Learning from Sequential Data.

[BibT_eX]

[DOI]

Hermina Petric Maretic

Pascal Frossard

Proceedings of the 2018 IEEE Data Science Workshop, 2018

Divide-and-Conquer Tomography for Large-Scale Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Data Science Workshop, 2018

Dual Coupled Diffusion for Distributed Optimization with Affine Constraints.

[BibT_eX]

[DOI]

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Tomography of Large Adaptive Networks under the Dense Latent Regime : Invited Paper.

[BibT_eX]

[DOI]

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

Decentralized clustering for node-variant graph filtering with graph diffusion LMS.

[BibT_eX]

[DOI]

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Distributed Learning for Stochastic Generalized Nash Equilibrium Problems.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Diffusion LMS for Multitask Problems With Local Linear Equality Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Decentralized Clustering and Linking by Networked Agents.

[BibT_eX]

[DOI]

Sahar Khawatmi

IEEE Trans. Signal Process., 2017

Robust Distributed Estimation by Networked Agents.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

Social Learning Over Weakly Connected Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2017

Multitask Diffusion Adaptation Over Networks With Common Latent Representations.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2017

Efficient Variance-Reduced Learning for Fully Decentralized On-Device Intelligence.

[BibT_eX]

[DOI]

CoRR, 2017

Convergence of Variance-Reduced Stochastic Learning under Random Reshuffling.

[BibT_eX]

[DOI]

CoRR, 2017

A blind Adaptive Stimulation Artifact Rejection (ASAR) engine for closed-loop implantable neuromodulation systems.

[BibT_eX]

[DOI]

Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017

On the performance of random reshuffling in stochastic learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 Information Theory and Applications Workshop, 2017

Learning by networked agents under partial information.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Diffusion gradient boosting for networked learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Belief control strategies for interactions over weak graphs.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Exact diffusion strategy for optimization by networked agents.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

Coordinate-descent adaptation over networks.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

Decentralized exact coupled optimization.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

A graph diffusion LMS strategy for adaptive graph signal processing.

[BibT_eX]

[DOI]

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Proximal Multitask Learning Over Networks With Sparsity-Inducing Coregularization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Multitask Diffusion Adaptation Over Asynchronous Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Robust Adaptation in Impulsive Noise.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

Guest Editorial Inference and Learning over Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2016

Distributed Detection Over Adaptive Networks: Refined Asymptotics and the Role of Connectivity.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2016

Diffusion Estimation Over Cooperative Multi-Agent Networks With Missing Data.

[BibT_eX]

[DOI]

Mohammad Reza Gholami

Magnus Jansson

Erik G. Ström

IEEE Trans. Signal Inf. Process. over Networks, 2016

Diffusion Adaptation over Multi-Agent Networks with Wireless Link Impairments.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2016

Information Exchange and Learning Dynamics Over Weakly Connected Adaptive Networks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2016

Excess-Risk of Distributed Stochastic Learners.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2016

Diffusion-Based Adaptive Distributed Detection: Steady-State Performance in the Slow Adaptation Regime.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2016

Combinations of Adaptive Filters: Performance and convergence properties.

[BibT_eX]

[DOI]

Luis Antonio Azpicueta-Ruiz

Magno T. M. Silva

IEEE Signal Process. Mag., 2016

On the Influence of Momentum Acceleration on Online Learning.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2016

Stochastic gradient descent with finite samples sizes.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Adaptive learning for stochastic generalized Nash equilibrium problems.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Performance limits of single-agent and multi-agent sub-gradient stochastic learning.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Diffusion stochastic optimization with non-smooth regularizers.

[BibT_eX]

[DOI]

Lieven Vandenberghe

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Diffusion social learning over weakly-connected graphs.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Diffusion LMS over multitask networks with noisy links.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Group diffusion LMS.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

The brain strategy for online learning.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Online dual coordinate ascent learning.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

Detection over diffusion networks: Asymptotic tools for performance prediction and simulation.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

Distributed learning over multitask networks with linearly related tasks.

[BibT_eX]

[DOI]

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

Distributed Clustering and Learning Over Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Asynchronous Adaptation and Learning Over Networks - Part III: Comparison Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Asynchronous Adaptation and Learning Over Networks - Part II: Performance Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Asynchronous Adaptation and Learning Over Networks - Part I: Modeling and Stability Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Stability and Performance Limits of Adaptive Primal-Dual Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Dictionary Learning Over Distributed Models.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Diffusion LMS Over Multitask Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Information-Sharing Over Adaptive Networks With Self-Interested Agents.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2015

On the Learning Behavior of Adaptive Networks - Part II: Performance Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2015

On the Learning Behavior of Adaptive Networks - Part I: Transient Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2015

Distributed Policy Evaluation Under Multiple Behavior Strategies.

[BibT_eX]

[DOI]

Sergio Valcarcel Macua

Santiago Zazo

IEEE Trans. Autom. Control., 2015

Performance Limits of Online Stochastic Sub-Gradient Learning.

[BibT_eX]

[DOI]

CoRR, 2015

Asynchronous adaptive networks.

[BibT_eX]

[DOI]

CoRR, 2015

Adaptive regularized diffusion adaptation over multitask networks.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

Learning by weakly-connected adaptive agents.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Proximal diffusion for stochastic costs with non-differentiable regularizers.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Distributed primal strategies outperform primal-dual strategies over adaptive networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Multitask diffusion LMS with sparsity-based regularization.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Exact asymptotics of distributed detection over adaptive networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Decentralized clustering over adaptive networks.

[BibT_eX]

[DOI]

Sahar Khawatmi

Proceedings of the 23rd European Signal Processing Conference, 2015

Adaptive clustering for multitask diffusion networks.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Distributed Decision-Making Over Adaptive Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Adaptive Penalty-Based Distributed Stochastic Convex Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Multitask Diffusion Adaptation Over Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Estimation of Space-Time Varying Parameters Using a Diffusion LMS Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Impact of Networked Cognition and Learning on Engineered Systems [Further Thoughts].

[BibT_eX]

[DOI]

Proc. IEEE, 2014

Adaptive Networks.

[BibT_eX]

[DOI]

Proc. IEEE, 2014

Adaptation, Learning, and Optimization over Networks.

[BibT_eX]

[DOI]

Found. Trends Mach. Learn., 2014

Asymptotic Performance of Adaptive Distributed Detection over Networks.

[BibT_eX]

[DOI]

CoRR, 2014

Dictionary learning over large distributed models via dual-ADMM strategies.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

Diffusion LMS for multitask problems with overlapping hypothesis subspaces.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

Adjustment of combination weights over adaptive diffusion networks.

[BibT_eX]

[DOI]

Jesus Fernandez-Bes

Proceedings of the IEEE International Conference on Acoustics, 2014

Online dictionary learning over distributed models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Diffusion LMS for clustered multitask networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Large deviations analysis of adaptive distributed detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Robust distributed detection over adaptive diffusion networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Performance analysis of multitask diffusion adaptation over asynchronous networks.

[BibT_eX]

[DOI]

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013

On the Influence of Informed Agents on Learning and Adaptation Over Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

Sparse Distributed Learning Based on Diffusion Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

Bio-Inspired Decentralized Radio Access Based on Swarming Mechanisms Over Adaptive Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

Diffusion Strategies for Adaptation and Learning over Networks: An Examination of Distributed Strategies and Network Behavior.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2013

Adaptation and Learning over Complex Networks [From the Guest Editors].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2013

Distributed Spectrum Estimation for Small Cell Networks Based on Sparse Diffusion Adaptation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2013

Introduction to the issue on adaptation and learning over complex networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2013

Distributed Pareto Optimization via Diffusion Strategies.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2013

On distributed online classification in the midst of concept drifts.

[BibT_eX]

[DOI]

Neurocomputing, 2013

Excess-Risk Analysis of Distributed Stochastic Learners

[BibT_eX]

[DOI]

CoRR, 2013

Post-translational regulation enables robust p53 regulation.

[BibT_eX]

[DOI]

BMC Syst. Biol., 2013

Reputation design for adaptive networks with selfish agents.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

On the effects of colluded statistical attacks in cooperative spectrum sensing.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

An optimal error nonlinearity for robust adaptation against impulsive noise.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

Online learning and adaptation over networks: More information is not necessarily better.

[BibT_eX]

[DOI]

Proceedings of the 2013 Information Theory and Applications Workshop, 2013

Diffusion LMS strategies for parameter estimation over fading wireless channels.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2013

Attaining optimal batch performance via distributed processing over networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

A strategy for adjusting combination weights over adaptive networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Distributed inference over regression and classification models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Mitigation of clipping in sensors.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Cooperative off-policy prediction of Markov decision processes in adaptive networks.

[BibT_eX]

[DOI]

Sergio Valcarcel Macua

Santiago Zazo

Proceedings of the IEEE International Conference on Acoustics, 2013

Modelling brain cortical connectivity using diffusion adaptation.

[BibT_eX]

[DOI]

Konstantinos Eftaxias

Saeid Sanei

Proceedings of the IEEE International Conference on Acoustics, 2013

Diffusion LMS localization and tracking algorithm for wireless cellular networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Diffusion estimation over cooperative networks with missing data.

[BibT_eX]

[DOI]

Mohammad Reza Gholami

Erik G. Ström

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

On the probability distribution of distributed optimization strategies.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Cluster formation over adaptive networks with selfish agents.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

On the benefits of diffusion cooperation for distributed optimization and learning.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

Distributed spectrum sensing in the presence of selfish users.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

Adaptive stochastic convex optimization over networks.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

2012

Diffusion Adaptation Over Networks Under Imperfect Information Exchange and Non-Stationary Data.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Performance Limits for Distributed Estimation Over LMS Adaptive Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Diffusion Strategies Outperform Consensus Strategies for Distributed Estimation Over Adaptive Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Clock Jitter Compensation in High-Rate ADC Circuits.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Decentralized Resource Assignment in Cognitive Networks Based on Swarming Mechanisms Over Random Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Spatio-Temporal Diffusion Strategies for Estimation and Detection Over Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Diffusion Adaptation Strategies for Distributed Optimization and Learning Over Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

An Algorithm to Compensate the Effects of Spurious PLL Tones in Spectrum Sensing Architectures.

[BibT_eX]

[DOI]

Danijela Cabric

IEEE Trans. Circuits Syst. I Regul. Pap., 2012

Modeling bee swarming behavior through diffusion adaptation with asymmetric information sharing.

[BibT_eX]

[DOI]

Jinchao Li

EURASIP J. Adv. Signal Process., 2012

Diffusion Adaptation over Networks

[BibT_eX]

[DOI]

CoRR, 2012

Diffusion networks outperform consensus networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Continuous-time distributed estimation with asymmetric mixing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Distributed pareto-optimal solutions via diffusion adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Diffusion LMS for source and process estimation in sensor networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Beam coordination via diffusion adaptation over array networks.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2012

On the generalization ability of distributed online learners.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Combination weights for diffusion strategies with imperfect information exchange.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2012

Distributed throughput optimization over P2P mesh networks using diffusion adaptation.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2012

Single-link diffusion strategies over adaptive networks.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Sparse diffusion LMS for distributed adaptive estimation.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Performance of diffusion adaptation for collaborative optimization.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Asynchronous diffusion adaptation over networks.

[BibT_eX]

[DOI]

Proceedings of the 20th European Signal Processing Conference, 2012

A diffusion LMS strategy for parameter estimation in noisy regressor applications.

[BibT_eX]

[DOI]

Proceedings of the 20th European Signal Processing Conference, 2012

Distributed learning via Diffusion adaptation with application to ensemble learning.

[BibT_eX]

[DOI]

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

Using an adaptive gene network model for self-organizing multicellular behavior.

[BibT_eX]

[DOI]

Yong-Jun Shin

Xiling Shen

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Clustering via diffusion adaptation over networks.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012

Effective information flow over mobile adaptive networks.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012

On the limiting behavior of distributed optimization strategies.

[BibT_eX]

[DOI]

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

Learning over social networks via diffusion adaptation.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

Adaptive decision-making over complex networks.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

Unsupervised algorithms for distributed estimation over adaptive networks.

[BibT_eX]

[DOI]

Muhammad Omer Bin Saeed

Azzedine Zerguine

Salam A. Zummo

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

Mean-square analysis of continuous-time distributed estimation strategies.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

Session TP2b: Cooperative adaptation and learning (invited).

[BibT_eX]

[DOI]

Danilo P. Mandic

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011

Digital Suppression of Spurious PLL Tones in A/D Converters.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

Transient Analysis of Adaptive Affine Combinations.

[BibT_eX]

[DOI]

Suleyman Serdar Kozat

Alper T. Erdogan

Andrew C. Singer

IEEE Trans. Signal Process., 2011

Modeling Bird Flight Formations Using Diffusion Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

Distributed Detection Over Adaptive Networks Using Diffusion Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

Analysis of Spatial and Incremental LMS Processing for Distributed Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

Diffusion Bias-Compensated RLS Estimation Over Adaptive Networks.

[BibT_eX]

[DOI]

Alexander Bertrand

Marc Moonen

IEEE Trans. Signal Process., 2011

Optimal Spectral Feature Detection for Spectrum Sensing at Very Low SNR.

[BibT_eX]

[DOI]

Wenyi Zhang

Stephen J. Shellhammer

IEEE Trans. Commun., 2011

Signal Processing Theory and Methods [In the Spotlight].

[BibT_eX]

[DOI]

Vikram Krishnamurthy

IEEE Signal Process. Mag., 2011

An Adaptive Diffusion Augmented CLMS Algorithm for Distributed Filtering of Noncircular Complex Signals.

[BibT_eX]

[DOI]

Yili Xia

Danilo P. Mandic

IEEE Signal Process. Lett., 2011

Mobile Adaptive Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2011

Diffusion Adaptation over Networks under Imperfect Information Exchange and Non-stationary Data

[BibT_eX]

[DOI]

CoRR, 2011

Collaborative learning of mixture models using diffusion adaptation.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Clock jitter estimation in noise.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Reducing spurious PLL tones in spectrum sensing architectures.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

A bio-inspired fast swarming algorithm for dynamic radio access.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Digital Signal Processing, 2011

Performance limits of LMS-based adaptive networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Cooperative prey herding based on diffusion adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Frequency domain compensation of spurious sidebands in A/D circuits.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Bio-inspired cooperative optimization with application to bacteria motility.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Adaptive Networks with Noisy Links.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2011

Bio-inspired swarming for dynamic radio access based on diffusion adaptation.

[BibT_eX]

[DOI]

Proceedings of the 19th European Signal Processing Conference, 2011

Spatio-temporal diffusion mechanisms for adaptation over networks.

[BibT_eX]

[DOI]

Proceedings of the 19th European Signal Processing Conference, 2011

Diffusion-based bias-compensated RLS for distributed estimation over adaptive sensor networks.

[BibT_eX]

[DOI]

Alexander Bertrand

Marc Moonen

Proceedings of the 19th European Signal Processing Conference, 2011

Optimal combination rules for adaptation and learning over networks.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011

Distributed optimization via diffusion adaptation.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011

On the effects of topology and node distribution on learning over complex adaptive networks.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Diffusion adaptation over networks of particles subject to Brownian fluctuations.

[BibT_eX]

[DOI]

Faten A. Sayed

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Continuous-time distributed estimation.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010

User Selection Methods for Multiuser Two-Way Relay Communications Using Space Division Multiple Access.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2010

Cooperative Sensing via Sequential Detection.

[BibT_eX]

[DOI]

Songfeng Zheng

IEEE Trans. Signal Process., 2010

Diffusion least-mean squares with adaptive combiners: formulation and performance analysis.

[BibT_eX]

[DOI]

Noriyuki Takahashi

Isao Yamada

IEEE Trans. Signal Process., 2010

Optimal linear fusion for distributed detection via semidefinite programming.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

Distributed estimation over an adaptive incremental network based on the affine projection algorithm.

[BibT_eX]

[DOI]

Leilei Li

Jonathon A. Chambers

IEEE Trans. Signal Process., 2010

Unbiased model combinations for adaptive filtering.

[BibT_eX]

[DOI]

Suleyman Serdar Kozat

Andrew C. Singer

Alper T. Erdogan

IEEE Trans. Signal Process., 2010

Steady-state MSE performance analysis of mixture approaches to adaptive filtering.

[BibT_eX]

[DOI]

Suleyman Serdar Kozat

Alper T. Erdogan

Andrew C. Singer

IEEE Trans. Signal Process., 2010

Multiuser two-way amplify-and-forward relay processing and power control methods for beamforming systems.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

Diffusion LMS strategies for distributed estimation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

Diffusion Strategies for Distributed Kalman Filtering and Smoothing.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2010

Mobile adaptive networks with self-organization abilities.

[BibT_eX]

[DOI]

Proceedings of the 2010 7th International Symposium on Wireless Communication Systems, 2010

Sampling clock jitter estimation and compensation in ADC circuits.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Reduction of the effects of spurious PLL tones on A/D converters.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Randomized incremental protocols over adaptive networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Distributed beamforming and mode selection based on instantaneous system throughput.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Distributed nonlinear Kalman filtering with applications to wireless localization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Foraging behavior of fish schools via diffusion adaptation.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010

2009

Free electronic access to SP publications.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

Innovations Diffusion: A Spatial Sampling Scheme for Distributed Estimation and Detection.

[BibT_eX]

[DOI]

William J. Kaiser

IEEE Trans. Signal Process., 2009

Optimal Multiband Joint Detection for Spectrum Sensing in Cognitive Radio Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

Joint compensation of IQ imbalance and phase noise in OFDM wireless systems.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2009

Introducing overview articles in Signal Processing Transactions [Society News].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2009

Digital Compensation of Cross-Modulation Distortion in Software-Defined Radios.

[BibT_eX]

[DOI]

Mohyee Mikhemar

IEEE J. Sel. Top. Signal Process., 2009

Introduction to the Issue on DSP Techiques for RF/Analog Circuit Impairments.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2009

Antenna Selection with Superposition for 4x2 DSTTD Systems.

[BibT_eX]

[DOI]

Yong Hoon Lee

IEEE Commun. Lett., 2009

Diffusion least-mean squares with adaptive combiners.

[BibT_eX]

[DOI]

Noriyuki Takahashi

Isao Yamada

Proceedings of the IEEE International Conference on Acoustics, 2009

Optimal linear fusion for distributed spectrum sensing via semidefinite programming.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Multi-level diffusion adaptive networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Spectrum Sensing by Cognitive Radios at Very Low SNR.

[BibT_eX]

[DOI]

Stephen J. Shellhammer

Wenyi Zhang

Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Power Allocation for Beamforming Relay Networks under Channel Uncertainties.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

2008

Steady-State Performance Analysis of a Variable Tap-Length LMS Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Diffusion Least-Mean Squares Over Adaptive Networks: Formulation and Performance Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

An Efficient Carrier Phase Synchronization Technique for High-Order M-QAM-OFDM.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Diffusion Recursive Least-Squares for Distributed Estimation Over Adaptive Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Las Vegas Hosts ICASSP'08.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2008

Collaborative wideband sensing for cognitive radios.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2008

Optimal Linear Cooperation for Spectrum Sensing in Cognitive Radio Networks.

[BibT_eX]

[DOI]

Shuguang Cui

IEEE J. Sel. Top. Signal Process., 2008

Carrier Recovery Enhancement for Maximum-Likelihood Doppler Shift Estimation in Mars Exploration Missions.

[BibT_eX]

[DOI]

Polly Estabrook

Edgar H. Satorius

IEEE J. Sel. Top. Signal Process., 2008

Wideband Spectrum Sensing in Cognitive Radio Networks.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2008

Digital compensation of RF nonlinearities in software-defined radios.

[BibT_eX]

[DOI]

Mohyee Mikhemar

Proceedings of the IEEE International Conference on Acoustics, 2008

Spatial-spectral joint detection for wideband spectrum sensing in cognitive radio networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Diffusion adaptive networks with changing topologies.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Diffusion mechanisms for fixed-point distributed Kalman smoothing.

[BibT_eX]

[DOI]

Proceedings of the 2008 16th European Signal Processing Conference, 2008

Diffusion LMS algorithms with information exchange.

[BibT_eX]

[DOI]

Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

Adaptive Filters

[BibT_eX]

[DOI]

Wiley, ISBN: 978-0-47037412-2, 2008

2007

Joint compensation of transmitter and receiver impairments in OFDM systems.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2007

A Leakage-Based Precoding Scheme for Downlink Multi-User MIMO Channels.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2007

REACA: An Efficient Protocol Architecture for Large Scale Sensor Networks (Corrected).

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2007

REACA: An Efficient Protocol Architecture for Large Scale Sensor Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2007

Performance Analysis of Multiband OFDM UWB Communications With Application to Range Improvement.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2007

Compensation of Phase Noise in OFDM Wireless Systems.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2007

Active Antenna Selection in Multiuser MIMO Communications.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2007

Incremental Adaptive Strategies Over Distributed Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2007

Distributed MMSE Relay Strategies for Wireless Sensor Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2007

Adaptive Processing over Distributed Networks.

[BibT_eX]

[DOI]

IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2007

Fundamentals and challenges of optical multiple-input multiple-output multimode fiber links [Topics in Optical Communications].

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2007

Distributed processing over adaptive networks.

[BibT_eX]

[DOI]

Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

On the Joint Compensation of IQ Imbalances and Phase Noise in MIMO-OFDM Systems.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

A spatial sampling scheme based on innovations diffusion in sensor networks.

[BibT_eX]

[DOI]

William J. Kaiser

Proceedings of the 6th International Conference on Information Processing in Sensor Networks, 2007

OFDM Channel Estimation in the Presence of Frequency Offset, IQ Imbalance and Phase Noise.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Innovations-Based Sampling Over Spatially-Correlated Sensors.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Diffusion Least-Mean Squares Over Adaptive Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

An Optimal Strategy for Cooperative Spectrum Sensing in Cognitive Radio Networks.

[BibT_eX]

[DOI]

Shuguang Cui

Proceedings of the Global Communications Conference, 2007

2006

Mean-square performance of a convex combination of two adaptive filters.

[BibT_eX]

[DOI]

Aníbal R. Figueiras-Vidal

IEEE Trans. Signal Process., 2006

A Robust Finger Tracking Method for Multimodal Wearable Computer Interfacing.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2006

Detection of fading overlapping multipath components.

[BibT_eX]

[DOI]

Signal Process., 2006

Capacity enhancement in coherent optical MIMO (COMIMO) multimode fiber links.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2006

Adaptive Subchip Multipath Resolving for Wireless Location Systems.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2006

Message from the Editor-in-Chief.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2006

Performance Analysis and Range Improvement in Multiband-OFDM UWB Communications.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

On the Performance of Clustered Energy-Aware Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Distributed Adaptive Incremental Strategies: Formulation and Performance Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

A Minimum Co-User Interference Approach for Multi-User MIMO Downlink Precoding.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

A phase noise compensation scheme for OFDM wireless systems.

[BibT_eX]

[DOI]

Proceedings of the 14th European Signal Processing Conference, 2006

A dynamic antenna scheduling strategy for multi-user MIMO communications.

[BibT_eX]

[DOI]

Proceedings of the 14th European Signal Processing Conference, 2006

2005

An uplink DS-CDMA receiver using a robust post-correlation Kalman structure.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2005

MIMO OFDM receivers for Systems with IQ imbalances.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2005

Compensation schemes and performance analysis of IQ imbalances in OFDM receivers.

[BibT_eX]

[DOI]

Rahim Bagheri

IEEE Trans. Signal Process., 2005

Joint rate and power control algorithms for wireless networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2005

A Message From the Editor-in-Chief - Third Supplement on Secure Media.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2005

Best Paper Award Recipients: A Message From the Editor-in-Chief.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2005

Network-based wireless location: challenges faced in developing techniques for accurate wireless location information.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2005

Mean-square performance of data-reusing adaptive algorithms.

[BibT_eX]

[DOI]

Woo-Jin Song

IEEE Signal Process. Lett., 2005

An invariant matrix structure in multiantenna communications.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2005

Browsing the environment with the SNAP&TELL wearable computer system - Erratum.

[BibT_eX]

[DOI]

Pers. Ubiquitous Comput., 2005

Browsing the environment with the SNAP&TELL wearable computer system.

[BibT_eX]

[DOI]

Pers. Ubiquitous Comput., 2005

A robust power and rate control method for state-delayed wireless networks.

[BibT_eX]

[DOI]

Autom., 2005

A multi user beamforming scheme for downlink MIMO channels based on maximizing signal-to-leakage ratios.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

A distributed broadcasting time-synchronization scheme for wireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Steady state performance of convex combinations of adaptive filters.

[BibT_eX]

[DOI]

Aníbal R. Figueiras-Vidal

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Multi-relay strategy for imperfect channel information in sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 13th European Signal Processing Conference, 2005

2004

Mean-square performance of a family of affine projection algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2004

A Message from the Editor-in-Chief: New EDICS Categories for the TRANSACTIONS.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2004

A Message from the Editor-in-Chief: First Supplement on Secure Media.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2004

Regularized robust filters for time-varying uncertain discrete-time systems.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2004

Multiobjective filter design for uncertain stochastic time-delay systems.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2004

Least mean-phase adaptive filters with application to communications systems.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2004

Variable step-size NLMS and affine projection algorithms.

[BibT_eX]

[DOI]

Woo-Jin Song

IEEE Signal Process. Lett., 2004

Collaborative algorithms for bandwidth and allocation in wireless networks.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Interference suppression of asynchronous multi-user space-time block coded transmissions.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

On the baseband compensation of IQ imbalances in OFDM systems.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Resource allocation strategies for wireless ad-hoc networks.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

A divide-and-conquer algorithm for channel estimation in multi-user space-time coded transmissions.

[BibT_eX]

[DOI]

Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003

Robust wireless location over fading channels.

[BibT_eX]

[DOI]

Louay M. A. Jalloul

IEEE Trans. Veh. Technol., 2003

Adaptive predictive power control for the uplink channel in DS-CDMA cellular systems.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2003

Efficient adaptive receivers for joint equalization and interference cancellation in multiuser space-time block-coded systems.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2003

A message from the editor-in-chief: best paper award recipients.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2003

A message from the new editor-in-chief.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2003

Transient analysis of adaptive filters with error nonlinearities.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2003

Transient analysis of data-normalized adaptive filters.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2003

A robust receiver for multi-user uplink DS-CDMA.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE Wireless Communications and Networking, 2003

Adaptive frequency-domain joint equalization and interference cancellation for multi-user space-time block-coded systems.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2003

Joint frequency-domain adaptive equalization and interference cancellation for multi-user space-time block-coded systems.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

An optimum OFDM receiver exploiting cyclic prefix for improved data estimation.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Improved wireless location accuracy using antenna arrays and interference cancellation.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Transient behavior of affine projection algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

A non-line-of-sight equalization scheme for wireless cellular location.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

A robust minimum-variance filter for time varying uncertain discrete-time systems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2003

2002

Ability of adaptive filters to track carrier offsets and channel nonstationarities.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2002

Multi-input multi-output fading channel tracking and equalization using Kalman estimation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2002

A Regularized Robust Design Criterion for Uncertain Data.

[BibT_eX]

[DOI]

Flávio A. M. Cipparrone

SIAM J. Matrix Anal. Appl., 2002

A uniqueness result concerning a robust regularized least-squares solution.

[BibT_eX]

[DOI]

Hong Chen

Syst. Control. Lett., 2002

SNAP&TELL: A Multi-Modal Wearable Computer Interface for Browsing the Environment.

[BibT_eX]

[DOI]

Proceedings of the 6th International Symposium on Wearable Computers (ISWC 2002), 2002

Adaptive frequency-domain equalization of space-time block-coded transmissions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2002

Inverse closed-loop power control for CDMA wireless systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2002

Predictive ratio closed-loop power control for CDMA wireless systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2002

Optimum error nonlinearities for long adaptive filters.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2002

Robust exponential filtering for uncertain systems with stochastic and polytopic uncertainties.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE Conference on Decision and Control, 2002

2001

A unified approach to the steady-state and tracking analyses of adaptive filters.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2001

Extended fast fixed-order RLS adaptive filters.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2001

RLS-Laguerre lattice adaptive filtering: error-feedback, normalized, and array-based algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2001

A framework for state-space estimation with uncertain models.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2001

The Degenerate Bounded Errors-in-Variables Model.

[BibT_eX]

[DOI]

Keith E. Schubert

SIAM J. Matrix Anal. Appl., 2001

A survey of spectral factorization methods.

[BibT_eX]

[DOI]

Numer. Linear Algebra Appl., 2001

Adaptive Filters with Error Nonlinearities: Mean-Square Analysis and Optimum Design.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2001

Robust finger tracking for wearable computer interfacing.

[BibT_eX]

[DOI]

Proceedings of the 2001 workshop on Perceptive user interfaces, 2001

RLS-Laguerre lattice adaptive filtering: error feedback and array-based algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

SNR performance of an adaptive sigma delta modulator.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Symposium on Circuits and Systems, 2001

Detection of fading overlapping multipath components for mobile positioning systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2001

Fixed point analysis of the constant modulus algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2001

Mean-square analysis of normalized leaky adaptive filters.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2001

Orthonormal realization of fast fixed-order RLS adaptive filters.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2001

A stable adaptive structure for delta modulation with improved performance.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2001

Transient analysis of adaptive filters.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2001

Design of robust filters with improved robustness margins via parameter scaling.

[BibT_eX]

[DOI]

Marco H. Terra

Proceedings of the 40th IEEE Conference on Decision and Control, 2001

2000

Parameter estimation with multiple sources and levels of uncertainties.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2000

On the learning mechanism of adaptive filters.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2000

Order-recursive RLS Laguerre adaptive filtering.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2000

An embedding approach to frequency-domain and subband adaptive filtering.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2000

A feedback approach to the steady-state performance of fractionally spaced blind adaptive equalizers.

[BibT_eX]

[DOI]

Junyu Mai

IEEE Trans. Signal Process., 2000

The finite-length multi-input multi-output MMSE-DFE.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2000

On the convergence of blind adaptive equalizers for constant modulus signals.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2000

Array algorithms for H∞ estimation.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2000

Steady-state and tracking analyses of the sign algorithm without the explicit use of the independence assumption.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2000

Discussion on: 'Tradeoff between Mean-Square and Worst-Case Performances in Adaptive Filtering' by P. Bolzern, P. Colaneri and G. De Nicolao.

[BibT_eX]

[DOI]

Eur. J. Control, 2000

A new combined architecture for CDMA location searchers and RAKE receivers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2000

A unified approach to the steady-state analysis of quantized adaptive filtering algorithms.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2000

Stability analysis of an adaptive structure for sigma delta modulation.

[BibT_eX]

[DOI]

Proceedings of the 2000 7th IEEE International Conference on Electronics, 2000

Adaptive Multi-Input Multi-Output Fading Channel Equalization Using Kalman Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2000 IEEE International Conference on Communications: Global Convergence Through Communications, 2000

A generalized tracking analysis of adaptive filtering algorithms in cyclicly and randomly varying environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2000

Exact RLS Laguerre-lattice adaptive filtering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2000

On the selection of optimal nonlinearities for stochastic gradient adaptive algorithms.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2000

State-space estimation with uncertain data: finite and infinite-horizon results.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Conference on Decision and Control, 2000

1999

Unbiased and stable leakage-based adaptive filters.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1999

A recursive method for solving unconstrained tangential interpolation problems.

[BibT_eX]

[DOI]

Tibor Boros

IEEE Trans. Autom. Control., 1999

An Efficient Algorithm for a Bounded Errors-in-Variables Model.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 1999

CORDIC-Based MMSE-DFE Coefficient Computation.

[BibT_eX]

[DOI]

Digit. Signal Process., 1999

A unified approach to the steady-state and tracking analyses of adaptive filtering algorithms.

[BibT_eX]

Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

1998

A Fast Stable Solver for Nonsymmetric Toeplitz and Quasi-Toeplitz Systems of Linear Equations.

[BibT_eX]

[DOI]

S. Chandrasekaran

SIAM J. Matrix Anal. Appl., January, 1998

Parameter Estimation in the Presence of Bounded Data Uncertainties.

[BibT_eX]

[DOI]

Gene H. Golub

SIAM J. Matrix Anal. Appl., January, 1998

Robust FxLMS algorithms with improved convergence performance.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 1998

A Stable and Efficient Algorithm for the Indefinite Linear Least-Squares Problem.

[BibT_eX]

[DOI]

S. Chandrasekaran

SIAM J. Matrix Anal. Appl., 1998

Design criteria for uncertain models with structured and unstructured uncertainties.

[BibT_eX]

[DOI]

Proceedings of the Robustness in Identification and Control, Workshop Robustness in Identification and Control, Siena, Italy, July 30, 1998

1997

Adaptive tracking of linear time-variant systems by extended RLS algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1997

Supervised learning of perceptron and output feedback dynamic networks: a feedback analysis via the small gain theorem.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1997

Displacement structure and maximum entropy.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 1997

Stable pole-zero modeling of long FIR filters with application to the MMSE-DFE.

[BibT_eX]

[DOI]

John M. Cioffi

IEEE Trans. Commun., 1997

Parameter estimation in the presence of bounded modeling errors.

[BibT_eX]

[DOI]

Gene H. Golub

IEEE Signal Process. Lett., 1997

An l2-stable feedback structure for nonlinear adaptive filtering and identification.

[BibT_eX]

[DOI]

Autom., 1997

Iterative solutions of min-max parameter estimation with bounded data uncertainties.

[BibT_eX]

[DOI]

Andrea Garulli

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996

Error-energy bounds for adaptive gradient algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1996

A time-domain feedback analysis of filtered-error adaptive gradient algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1996

H∞ optimality of the LMS algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 1996

Linear estimation in Krein spaces. II. Applications.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 1996

Linear estimation in Krein spaces. I. Theory.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 1996

Inertia properties of indefinite quadratic forms.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 1996

Robustness of Gauss - Newton recursive methods: A deterministic feedback analysis.

[BibT_eX]

[DOI]

Signal Process., 1996

Stabilizing the Generalized Schur Algorithm.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 1996

Robustness and convergence of adaptive schemes in blind equalization and neural network training.

[BibT_eX]

[DOI]

Proceedings of the 8th European Signal Processing Conference, 1996

1995

Displacement Structure: Theory and Applications.

[BibT_eX]

[DOI]

SIAM Rev., 1995

A Look-Ahead Block Schur Algorithm for Toeplitz-Like Matrices.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 1995

Displacement Structure and Completion Problems.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 1995

On the stability and convergence of Feintuch's algorithm for adaptive IIR filtering.

[BibT_eX]

[DOI]

Proceedings of the 1995 International Conference on Acoustics, 1995

1994

Time-variant displacement structure and triangular arrays.

[BibT_eX]

[DOI]

Hanoch Lev-Ari

IEEE Trans. Signal Process., 1994

Generalized Chandrasekhar recursions from the generalized Schur algorithm.

[BibT_eX]

[DOI]

Hanoch Lev-Ari

IEEE Trans. Autom. Control., 1994

Extended Chandrasekhar recursions.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 1994

Time-variant displacement structure and interpolation problems.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 1994

A recursive Schur-based solution of the four-block problem.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 1994

A state-space approach to adaptive RLS filtering.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 1994

1993

Optimality Criteria for LMS and Backpropagation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 6, 1993

A state-space approach to adaptive filtering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 1993

A unified derivation of square-root multichannel least-squares filtering algorithms.

[BibT_eX]

[DOI]

Babak Hossein Khalaj

Proceedings of the IEEE International Conference on Acoustics, 1993

1992

Lattice filter interpretations of the Chandrasekhar recursions for estimation and spectral factorization.

[BibT_eX]

[DOI]

Hanoch Lev-Ari