Vincenzo Matta

IEEE Signal Process. Mag., July, 2024

Differential error feedback for communication-efficient decentralized learning.

[BibT_eX]

[DOI]

CoRR, 2024

Matching centralized learning performance via compressed decentralized learning with error feedback.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2024

Differential Error Feedback for Communication-Efficient Decentralized Optimization.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2024

Social Learning with Adaptive Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Adaptive Social Learning for Tracking Rare Transition Markov Chains.

[BibT_eX]

[DOI]

Proceedings of the 32nd European Signal Processing Conference, 2024

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

Quantization for Decentralized Learning Under Subspace Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

Memory-Aware Social Learning Under Partial Information Sharing.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

Compressed Regression over Adaptive Networks.

[BibT_eX]

[DOI]

CoRR, 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

Compressed Distributed Regression over Adaptive Networks.

[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

Distributed Bayesian Learning of Dynamic States.

[BibT_eX]

[DOI]

CoRR, 2022

Cyber-Threat Propagation over Network-Slicing Architectures.

[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

Finite Bit Quantization for Decentralized Learning Under Subspace Constraints.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Adaptive Social Learning.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2021

Botnet Identification in DDoS Attacks With Multiple Emulation Dictionaries.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2021

Adversarial Kendall's Model Towards Containment of Distributed Cyber-Threats.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2021

Distributed Adaptive Learning Under Communication Constraints.

[BibT_eX]

[DOI]

CoRR, 2021

Learning Bollobás-Riordan Graphs Under Partial Observability.

[BibT_eX]

[DOI]

Michele Cirillo

Proceedings of the IEEE International Conference on Acoustics, 2021

Application-Layer DDOS Attacks with Multiple Emulation Dictionaries.

[BibT_eX]

[DOI]

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

2020

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

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2020

ADVoIP: Adversarial Detection of Encrypted and Concealed VoIP.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2020

Graph Learning Under Partial Observability.

[BibT_eX]

[DOI]

Proc. IEEE, 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 in Online Social Learning.

[BibT_eX]

[DOI]

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Managing Information Constraints Over Networks Through the Lens of Configuration Functions.

[BibT_eX]

[DOI]

Paolo Addesso

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

Consistent Tomography Under Partial Observations Over Adaptive Networks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2019

Inverse Graph Learning over Optimization Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Interplay between Topology and Social Learning over Weak Graphs.

[BibT_eX]

[DOI]

CoRR, 2019

Topology Inference over Networks with Nonlinear Coupling.

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

CoRR, 2019

Graph Learning with Partial Observations: Role of Degree Concentration.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

Adversarial Detection of Concealed VoIP Traffic.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computing, Networking and Communications, 2019

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Signal Amplitude Estimation and Detection From Unlabeled Binary Quantized Samples.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

Cyber-Threat Mitigation Exploiting the Birth-Death-Immigration Model.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 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

Tomography of Adaptive Multi-Agent Networks Under Limited Observation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Multiple Cyber-Threats Containment Via Kendall's Birth-Death-Immigration Model.

[BibT_eX]

[DOI]

Proceedings of the 26th European Signal Processing Conference, 2018

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

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Data Science Workshop, 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

2017

Chernoff Test for Strong-or-Weak Radar Models.

[BibT_eX]

[DOI]

Massimo Franceschetti

IEEE Trans. Signal Process., 2017

DDoS Attacks With Randomized Traffic Innovation: Botnet Identification Challenges and Strategies.

[BibT_eX]

[DOI]

Mario Di Mauro

Maurizio Longo

IEEE Trans. Inf. Forensics Secur., 2017

Hypothesis testing in the presence of maxwell's daemon: signal detection by unlabeled observations.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Botnet identification in multi-clustered DDoS attacks.

[BibT_eX]

[DOI]

Mario Di Mauro

Maurizio Longo

Proceedings of the 25th European Signal Processing Conference, 2017

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

The Importance of Being Earnest: Social Sensing With Unknown Agent Quality.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2016

Multisensor adaptive bayesian tracking under time-varying target detection probability.

[BibT_eX]

[DOI]

IEEE Trans. Aerosp. Electron. Syst., 2016

Learning With Privacy in Consensus + Obfuscation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2016

One plus two may not equal two plus one in a social sensing network with unknown parameters.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Botnet identification in randomized DDoS attacks.

[BibT_eX]

[DOI]

Mario Di Mauro

Maurizio Longo

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

2015

Sensor Network Tomography: The Revenge of the Detected.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Adaptive Bayesian tracking with unknown time-varying sensor network performance.

[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

2014

Bayesian Tracking in Underwater Wireless Sensor Networks With Port-Starboard Ambiguity.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2014

Achieving Perfect Secrecy by pdf-Bandlimited Jamming.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2014

Asymptotic Performance of Adaptive Distributed Detection over Networks.

[BibT_eX]

[DOI]

CoRR, 2014

How many bits from how many sensors? A trade-off in distributed nearest-neighbor learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Environmentally sensitive particle filter tracking in multistatic AUV networks with port-starboard ambiguity.

[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

Cognitive multistatic AUV networks.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Information Fusion, 2014

Nearest-neighbor estimation in sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Nearest-Neighbor Distributed Learning by Ordered Transmissions.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

The Embedding Capacity of Information Flows Under Renewal Traffic.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

Asymptotic Efficiency of the PHD in Multitarget/Multisensor Estimation.

[BibT_eX]

[DOI]

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

Nearest-Neighbor distributed learning under communication constraints.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

A linear complexity particle approach to the exact multi-sensor PHD.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Decentralized nearest-neighbor learning over noisy channels: The uncoded way.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Information Fusion, 2013

Particle filtering approach to multistatic underwater sensor networks with left-right ambiguity.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Information Fusion, 2013

2012

Single-Transmission Distributed Detection via Order Statistics.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Predetection Fusion in Large Sensor Networks with Unknown Target Locations.

[BibT_eX]

[DOI]

J. Adv. Inf. Fusion, 2012

Multitarget-multisensor ML and PHD: Some asymptotics.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Information Fusion, 2012

2011

Consensus-based Page's test in sensor networks.

[BibT_eX]

[DOI]

Signal Process., 2011

Asymptotic Properties of One-Bit Distributed Detection with Ordered Transmissions

[BibT_eX]

[DOI]

CoRR, 2011

Embedding information flows into renewal traffic.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Information Theory Workshop, 2011

Quickest distributed detection via running consensus.

[BibT_eX]

[DOI]

Proceedings of the 19th European Signal Processing Conference, 2011

Asymptotically consistent one-bit detection in large sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 19th European Signal Processing Conference, 2011

2010

Refining decisions after losing data: the unlucky broker problem.

[BibT_eX]

[DOI]

Fabio Mazzarella

IEEE Trans. Signal Process., 2010

Optimal relay function in the low-power regime for distributed estimation over a MAC.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

Asymptotic optimality of running consensus in testing binary hypotheses.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

Selective measurement transmission in distributed estimation with data association.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

Estimation of target location via likelihood approximation in sensor networks.

[BibT_eX]

[DOI]

Paolo Addesso

IEEE Trans. Signal Process., 2010

Asymptotically optimal power-constrained distributed estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

The Bayesian unlucky broker.

[BibT_eX]

[DOI]

Fabio Mazzarella

Proceedings of the 18th European Signal Processing Conference, 2010

2009

Distributed detection with censoring sensors under physical layer secrecy.

[BibT_eX]

[DOI]

Peter K. Willett

IEEE Trans. Signal Process., 2009

Distributed Detection in the Presence of Byzantine Attacks.

[BibT_eX]

[DOI]

Lang Tong

IEEE Trans. Signal Process., 2009

Stochastic Resonance in Sequential Detectors.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

Distributed estimation with data association: Is the nearest neighbor the most informative?

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Information Fusion, 2009

2008

Distributed Estimation in Large Wireless Sensor Networks via a Locally Optimum Approach.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Enforcing Consensus While Monitoring the Environment in Wireless Sensor Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Some aspects of DOA estimation using a network of blind sensors.

[BibT_eX]

[DOI]

Signal Process., 2008

Speedier sequential tests via stochastic resonance.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Running consensus in wireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Information Fusion, 2008

On the divergence-cost function in distributed detection with a secrecy constraint.

[BibT_eX]

[DOI]

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

2007

Asymptotic Design of Quantizers for Decentralized MMSE Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2007

A Likelihood-Based Multiple Access for Estimation in Sensor Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2007

Sequential Sampling in Sensor Networks for Detection With Censoring Nodes.

[BibT_eX]

[DOI]

Paolo Addesso

IEEE Trans. Signal Process., 2007

Fusing Evidences from Intracranial Pressure Data using Dempster-Shafer Theory.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Digital Signal Processing, 2007

Bandwidth Scaling for Efficient Inference Over a Power-Limited MAC.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Practical DOA Estimation via a Network of DOA-Blind Sensors.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Cross-Layer Design of Sequential Detectors in Sensor Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2006

Support-based and ML approaches to DOA estimation in a dumb sensor network.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2006

Quantizer Precision for Distributed Estimation in a Large Sensor Network.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2006

Sub-optimal all-sky detection of periodic gravitational waves.

[BibT_eX]

[DOI]

Signal Process., 2006

Locally optimum estimation in wireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 14th European Signal Processing Conference, 2006

Quantizer Design for Decentralized MMSE Estimation.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005

Multiterminal inference and sensor networks.

[BibT_eX]

[DOI]

PhD thesis, 2005

Some approaches to quantization for distributed estimation with data association.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2005

DOA estimation via a network of dumb sensors under the SENMA paradigm.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2005

Dumb isotropic sensors can find DOAs.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

An idea for quantization with data association.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2003

Sequential testing of sorted and transformed data as an efficient way to implement long GLRTs.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2003

Sequential detection of almost-harmonic signals.

[BibT_eX]

[DOI]