Haris Vikalo
Orcid: 0000-0002-7945-4114
According to our database1,
Haris Vikalo
authored at least 168 papers
between 1999 and 2024.
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Bibliography
2024
Pattern Recognit., April, 2024
Optimization of Offloading Policies for Accuracy-Delay Tradeoffs in Hierarchical Inference.
Proceedings of the IEEE INFOCOM 2024, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Mixed-Precision Quantization for Federated Learning on Resource-Constrained Heterogeneous Devices.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Fed-QSSL: A Framework for Personalized Federated Learning under Bitwidth and Data Heterogeneity.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Graph-Based Reconstruction and Analysis of Disease Transmission Networks Using Viral Genomic Data.
J. Comput. Biol., July, 2023
Federated Learning Under Intermittent Client Availability and Time-Varying Communication Constraints.
IEEE J. Sel. Top. Signal Process., January, 2023
CoRR, 2023
XVir: A Transformer-Based Architecture for Identifying Viral Reads from Cancer Samples.
CoRR, 2023
Automotive RADAR sub-sampling via object detection networks: Leveraging prior signal information.
CoRR, 2023
The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Accelerated Distributed Stochastic Non-Convex Optimization over Time-Varying Directed Networks.
Proceedings of the IEEE International Conference on Acoustics, 2023
Federated Learning in Non-IID Settings Aided by Differentially Private Synthetic Data.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
IEEE Trans. Wirel. Commun., 2022
On the Benefits of Progressively Increasing Sampling Sizes in Stochastic Greedy Weak Submodular Maximization.
IEEE Trans. Signal Process., 2022
On the Benefits of Multiple Gossip Steps in Communication-Constrained Decentralized Federated Learning.
IEEE Trans. Parallel Distributed Syst., 2022
Communication-Efficient Variance-Reduced Decentralized Stochastic Optimization Over Time-Varying Directed Graphs.
IEEE Trans. Autom. Control., 2022
Signal Process., 2022
Pattern Recognit., 2022
Proceedings of the 30th European Signal Processing Conference, 2022
Deep learning for assembly of haplotypes and viral quasispecies from short and long sequencing reads.
Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022
Federated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
IEEE Trans. Autom. Control., 2021
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
Opportunistic Federated Learning: An Exploration of Egocentric Collaboration for Pervasive Computing Applications.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications, 2021
Artifact: Opportunistic Federated Learning: An Exploration of Egocentric Collaboration for Pervasive Computing Applications.
Proceedings of the 19th IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2021
Proceedings of the 2021 IEEE Military Communications Conference, 2021
Proceedings of the IEEE International Conference on Communications Workshops, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
On the Performance-Complexity Tradeoff in Stochastic Greedy Weak Submodular Optimization.
Proceedings of the IEEE International Conference on Acoustics, 2021
Decentralized Optimization on Time-Varying Directed Graphs Under Communication Constraints.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the 2021 American Control Conference, 2021
2020
On the Benefits of Multiple Gossip Steps in Communication-Constrained Decentralized Optimization.
CoRR, 2020
Communication-Efficient Algorithms for Decentralized Optimization Over Directed Graphs.
CoRR, 2020
A study of the learnability of relational properties: model counting meets machine learning (MCML).
Proceedings of the 41st ACM SIGPLAN International Conference on Programming Language Design and Implementation, 2020
A Convolutional Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Identifying Sparse Low-Dimensional Structures in Markov Chains: A Nonnegative Matrix Factorization Approach.
Proceedings of the 2020 American Control Conference, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
IEEE Trans. Signal Process., 2019
A Study of the Learnability of Relational Properties (Model Counting Meets Machine Learning).
CoRR, 2019
CoRR, 2019
Identifying Low-Dimensional Structures in Markov Chains: A Nonnegative Matrix Factorization Approach.
CoRR, 2019
Stochastic-Greedy++: Closing the Optimality Gap in Exact Weak Submodular Maximization.
CoRR, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Evolutionary Subspace Clustering: Discovering Structure in Self-expressive Time-series Data.
Proceedings of the IEEE International Conference on Acoustics, 2019
A Map Framework for Support Recovery of Sparse Signals Using Orthogonal Least Squares.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
Proceedings of the IEEE Data Science Workshop, 2019
Proceedings of the IEEE Data Science Workshop, 2019
Reconstructing Intra-Tumor Heterogeneity via Convex Optimization and Branch-and-Bound Search.
Proceedings of the 10th ACM International Conference on Bioinformatics, 2019
On Submodularity of Quadratic Observation Selection in Constrained Networked Sensing Systems.
Proceedings of the 2019 American Control Conference, 2019
2018
Cyclic block coordinate minimization algorithms for DOA estimation in co-prime arrays.
Signal Process., 2018
IEEE J. Sel. Top. Signal Process., 2018
aBayesQR: A Bayesian Method for Reconstruction of Viral Populations Characterized by Low Diversity.
J. Comput. Biol., 2018
Digit. Signal Process., 2018
Viral quasispecies reconstruction via tensor factorization with successive read removal.
Bioinform., 2018
Sampling and Reconstruction of Graph Signals via Weak Submodularity and Semidefinite Relaxation.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
A Novel Scheme for Support Identification and Iterative Sampling of Bandlimited Graph Signals.
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
Near-Optimal Distributed Estimation for a Network of Sensing Units Operating Under Communication Constraints.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
A Randomized Greedy Algorithm for Near-Optimal Sensor Scheduling in Large-Scale Sensor Networks.
Proceedings of the 2018 Annual American Control Conference, 2018
2017
IEEE Trans. Mol. Biol. Multi Scale Commun., 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Binary matrix completion with performance guarantees for single individual haplotyping.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017
Proceedings of the 55th Annual Allerton Conference on Communication, 2017
2016
IEEE ACM Trans. Comput. Biol. Bioinform., 2016
IEEE J. Sel. Top. Signal Process., 2016
Sampling Requirements and Accelerated Schemes for Sparse Linear Regression with Orthogonal Least-Squares.
CoRR, 2016
Structurally-constrained gradient descent for matrix factorization in haplotype assembly problems.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
2015
IEEE Trans. Pattern Anal. Mach. Intell., 2015
J. Biomed. Informatics, 2015
BMC Bioinform., 2015
Distributed self localization of sensors with poisson deployment using extended Kalman filter.
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015
2014
Iterative Learning for Reference-Guided DNA Sequence Assembly From Short Reads: Algorithms and Limits of Performance.
IEEE Trans. Signal Process., 2014
IEEE Trans. Signal Process., 2014
Proceedings of the 2014 IEEE Information Theory Workshop, 2014
Iterative learning of single individual haplotypes from high-throughput DNA sequencing data.
Proceedings of the 8th International Symposium on Turbo Codes and Iterative Information Processing, 2014
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014
2013
Message-Passing Algorithms for Coordinated Spectrum Sensing in Cognitive Radio Networks.
IEEE Commun. Lett., 2013
Base calling for high-throughput short-read sequencing: dynamic programming solutions.
BMC Bioinform., 2013
Message passing algorithm for inferring consensus sequence from next-generation sequencing data.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
IEEE Trans. Signal Process., 2012
IEEE Trans. Signal Process., 2012
Graphical Models and Inference on Graphs in Genomics: Challenges of high-throughput data analysis.
IEEE Signal Process. Mag., 2012
IEEE J. Sel. Areas Commun., 2012
ParticleCall: A particle filter for base calling in next-generation sequencing systems.
BMC Bioinform., 2012
OnlineCall: fast online parameter estimation and base calling for illumina's next-generation sequencing.
Bioinform., 2012
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
A message passing algorithm for reference-guided sequence assembly from high-throughput sequencing data.
Proceedings of the Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics, 2012
2011
IEEE Trans. Signal Process., 2011
Sequential Monte Carlo method for parameter estimation in diffusion models of affinity-based biosensors.
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the 2011 IEEE International Workshop on Genomic Signal Processing and Statistics, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Base-calling for Illumina's next-generation DNA sequencing systems via Viterbi algorithm.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011
2010
IEEE Trans. Inf. Theory, 2010
EURASIP J. Adv. Signal Process., 2010
EURASIP J. Adv. Signal Process., 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Rao-Blackwellized unscented Kalman filter for nonlinear systems with bandwidth constraints.
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the 2010 IEEE International Workshop on Genomic Signal Processing and Statistics, 2010
Proceedings of the 2010 IEEE International Workshop on Genomic Signal Processing and Statistics, 2010
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
2009
Target estimation in real-time polymerase chain reaction using sequential Monte Carlo.
Proceedings of the 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, 2009
Proceedings of the 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, 2009
A particle filtering algorithm for parameter estimation in real-time biosensor arrays.
Proceedings of the 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, 2009
Stochastic modeling of reaction kinetics in biosensors using the Fokker Planck equation.
Proceedings of the 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, 2009
Proceedings of the 47th Annual Allerton Conference on Communication, 2009
2008
IEEE Trans. Signal Process., 2008
IEEE J. Sel. Top. Signal Process., 2008
Recovering Sparse Signals Using Sparse Measurement Matrices in Compressed DNA Microarrays.
IEEE J. Sel. Top. Signal Process., 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
2007
Proceedings of the IEEE International Symposium on Information Theory, 2007
ML Estimation of DNA Initial Copy Number in Polymerase Chain Reaction (PCR) Processes.
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
IEEE Trans. Wirel. Commun., 2006
IEEE Trans. Wirel. Commun., 2006
A statistical model for microarrays, optimal estimation algorithms, and limits of performance.
IEEE Trans. Signal Process., 2006
IEEE Trans. Signal Process., 2006
IEEE Trans. Commun., 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Asymptotic Analysis of the Gaussian Broadcast Channel with Perturbation Preprocessing.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
On the sphere-decoding algorithm II. Generalizations, second-order statistics, and applications to communications.
IEEE Trans. Signal Process., 2005
IEEE Trans. Signal Process., 2005
Proceedings of the IEEE ITSOC Information Theory Workshop 2005 on Coding and Complexity, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2004
IEEE Trans. Wirel. Commun., 2004
On the capacity of frequency- selective channels in training-based transmission schemes.
IEEE Trans. Signal Process., 2004
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004
2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the Multiantenna Channels: Capacity, 2003
2002
Maximum-Likelihood Sequence Detection of Multiple Antenna Systems over Dispersive Channels via Sphere Decoding.
EURASIP J. Adv. Signal Process., 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
2001
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
Proceedings of the 2000 International Symposium on Low Power Electronics and Design, 2000
Mixed H<sup>2</sup>/H<sup>∞</sup> optimal signal reconstruction in noisy filter banks.
Proceedings of the IEEE International Conference on Acoustics, 2000
1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999