On H∞ optimal signal reconstruction in noisy filter banks. - Haris Vikalo; Babak Hassibi; Thomas Kailath (ICASSP, 1999)

Mixed H2/H∞ optimal signal reconstruction in noisy filter banks. - Haris Vikalo; Babak Hassibi; Thomas Kailath (ICASSP, 2000)

Energy efficient design of portable wireless systems. - Tajana Simunic; Haris Vikalo; Peter W. Glynn; Giovanni De Micheli (ISLPED, 2000)

Optimal training for frequency-selective fading channels. - Haris Vikalo; Babak Hassibi; Bertrand M. Hochwald; Thomas Kailath (ICASSP, 2001)

On the expected complexity of integer least-squares problems. - Babak Hassibi; Haris Vikalo (ICASSP, 2002)

Towards closing the capacity gap on multiple antenna channels. - Haris Vikalo; Babak Hassibi (ICASSP, 2002)

Maximum-Likelihood Sequence Detection of Multiple Antenna Systems over Dispersive Channels via Sphere Decoding. - Haris Vikalo; Babak Hassibi (EURASIP J. Adv. Signal Process., 2002)

Maximum-likelihood decoding and integer least-squares: The expected complexity. - Babak Hassibi; Haris Vikalo (Multiantenna Channels: Capacity, Coding and Signal Processing, 2003)

Joint maximum-likelihood channel estimation and signal detection for SIMO channels. - Petre Stoica; Haris Vikalo; Babak Hassibi (ICASSP (4), 2003)

Statistical approach to ML decoding of linear block codes on symmetric channels. - Haris Vikalo; Babak Hassibi (ISIT, 2004)

On the capacity of frequency- selective channels in training-based transmission schemes. - Haris Vikalo; Babak Hassibi; Bertrand M. Hochwald; Thomas Kailath (IEEE Trans. Signal Process., 2004)

Iterative Decoding for MIMO Channels Via Modified Sphere Decoding. - Haris Vikalo; Babak Hassibi; Thomas Kailath (IEEE Trans. Wirel. Commun., 2004)

A branch and bound approach to speed up the sphere decoder. - Mihailo Stojnic; Haris Vikalo; Babak Hassibi (ICASSP (3), 2005)

Bounds on the performance of sphere decoding of linear block codes. - Mostafa El-Khamy; Haris Vikalo; Babak Hassibi (ITW, 2005)

On robust signal reconstruction in noisy filter banks. - Haris Vikalo; Babak Hassibi; Alper T. Erdogan; Thomas Kailath (Signal Process., 2005)

On the sphere-decoding algorithm I. Expected complexity. - Babak Hassibi; Haris Vikalo (IEEE Trans. Signal Process., 2005)

On the sphere-decoding algorithm II. Generalizations, second-order statistics, and applications to communications. - Haris Vikalo; Babak Hassibi (IEEE Trans. Signal Process., 2005)

Further Results on Speeding up the Sphere Decoder. - Mihailo Stojnic; Haris Vikalo; Babak Hassibi (ICASSP (4), 2006)

Asymptotic Analysis of the Gaussian Broadcast Channel with Perturbation Preprocessing. - Mihailo Stojnic; Haris Vikalo; Babak Hassibi (ICASSP (4), 2006)

On Limits of Performance of Dna Microarrays. - Haris Vikalo; Babak Hassibi; Arjang Hassibi (ICASSP (2), 2006)

Sphere-Constrained ML Detection for Frequency-Selective Channels. - Haris Vikalo; Babak Hassibi; Urbashi Mitra (IEEE Trans. Commun., 2006)

On joint detection and decoding of linear block codes on Gaussian vector channels. - Haris Vikalo; Babak Hassibi (IEEE Trans. Signal Process., 2006)

A statistical model for microarrays, optimal estimation algorithms, and limits of performance. - Haris Vikalo; Babak Hassibi; Arjang Hassibi (IEEE Trans. Signal Process., 2006)

Rate maximization in multi-antenna broadcast channels with linear preprocessing. - Mihailo Stojnic; Haris Vikalo; Babak Hassibi (IEEE Trans. Wirel. Commun., 2006)

Efficient joint maximum-likelihood channel estimation and signal detection. - Haris Vikalo; Babak Hassibi; Petre Stoica (IEEE Trans. Wirel. Commun., 2006)

PEP Analysis of the SDP Based Joint Channel Estimation and Signal Detection. - Mihailo Stojnic; Babak Hassibi; Haris Vikalo (ICASSP (3), 2007)

ML Estimation of DNA Initial Copy Number in Polymerase Chain Reaction (PCR) Processes. - Haris Vikalo; Babak Hassibi; Arjang Hassibi (ICASSP (1), 2007)

PEP analysis of SDP-based non-coherent signal detection. - Mihailo Stojnic; Babak Hassibi; Haris Vikalo (ISIT, 2007)

Estimation in real-time affinity-based biosensors. - Haris Vikalo; Arjang Hassibi (ACSCC, 2008)

On estimation in real-time microarrays. - Haris Vikalo; Babak Hassibi; Arjang Hassibi (ICASSP, 2008)

Sparse measurements, compressed sampling, and DNA microarrays. - Haris Vikalo; Farzad Parvaresh; Sidhant Misra; Babak Hassibi (ICASSP, 2008)

Recovering Sparse Signals Using Sparse Measurement Matrices in Compressed DNA Microarrays. - Farzad Parvaresh; Haris Vikalo; Sidhant Misra; Babak Hassibi (IEEE J. Sel. Top. Signal Process., 2008)

Modeling and Estimation for Real-Time Microarrays. - Haris Vikalo; Babak Hassibi; Arjang Hassibi (IEEE J. Sel. Top. Signal Process., 2008)

Speeding up the Sphere Decoder With Hinfty and SDP Inspired Lower Bounds. - Mihailo Stojnic; Haris Vikalo; Babak Hassibi (IEEE Trans. Signal Process., 2008)

Limits of performance of real-time DNA microarrays. - Haris Vikalo; Babak Hassibi (Allerton, 2009)

Stochastic modeling of reaction kinetics in biosensors using the Fokker Planck equation. - Shreepriya Das; Haris Vikalo; Arjang Hassibi (GENSiPS, 2009)

A particle filtering algorithm for parameter estimation in real-time biosensor arrays. - Mahsuni Gokdemir; Haris Vikalo (GENSiPS, 2009)

Message-passing for motif finding. - Sang Hyun Lee; Haris Vikalo; Sriram Vishwanath (GENSiPS, 2009)

Target estimation in real-time polymerase chain reaction using sequential Monte Carlo. - Arun Miduthuri; Ting Wu; Haris Vikalo (GENSiPS, 2009)

Performance of sphere decoding of block codes. - Mostafa El-Khamy; Haris Vikalo; Babak Hassibi; Robert J. McEliece (IEEE Trans. Commun., 2009)

Greedy sensor selection: Leveraging submodularity. - Manohar Shamaiah; Siddhartha Banerjee; Haris Vikalo (CDC, 2010)

Model-based sequential base calling for Illumina sequencing. - Shreepriya Das; Haris Vikalo; Arjang Hassibi (GENSiPS, 2010)

Inference of gene-regulatory networks using message-passing algorithms. - Manohar Shamaiah; Sang Hyun Lee; Haris Vikalo (GENSiPS, 2010)

Further results on message-passing algorithms for motif finding. - Sang Hyun Lee; Haris Vikalo; Sriram Vishwanath (ICASSP, 2010)

Rao-Blackwellized unscented Kalman filter for nonlinear systems with bandwidth constraints. - Manohar Shamaiah; Haris Vikalo (ICASSP, 2010)

Maximum likelihood DNA sequence detection via sphere decoding. - Ting Wu; Haris Vikalo (ICASSP, 2010)

Inferring Parameters of Gene Regulatory Networks via Particle Filtering. - Xiaohu Shen; Haris Vikalo (EURASIP J. Adv. Signal Process., 2010)

An MCMC Algorithm for Target Estimation in Real-Time DNA Microarrays. - Haris Vikalo; Mahsuni Gokdemir (EURASIP J. Adv. Signal Process., 2010)

Limits of performance of quantitative polymerase chain reaction systems. - Haris Vikalo; Babak Hassibi; Arjang Hassibi (IEEE Trans. Inf. Theory, 2010)

A message-passing algorithm for spectrum access in cognitive radio relay networks. - Sang Hyun Lee; Manohar Shamaiah; Sriram Vishwanath; Haris Vikalo (ACSCC, 2011)

An MCMC algorithm for base calling in sequencing-by-synthesis. - Ting Wu; Haris Vikalo; Manohar Shamaiah (ACSCC, 2011)

Base-calling for Illumina's next-generation DNA sequencing systems via Viterbi algorithm. - Shreepriya Das; Haris Vikalo (Allerton, 2011)

A dual Kalman filter for parameter-state estimation in real-time DNA microarrays. - Manohar Shamaiah; Haris Vikalo (EMBC, 2011)

A sequential Monte Carlo base-calling method for next-generation dna sequencing. - Xiaohu Shen; Haris Vikalo (GENSiPS, 2011)

Message-passing for base-calling in sequencing-by-synthesis systems. - Sang Hyun Lee; Manohar Shamaiah; Haris Vikalo (ICASSP, 2011)

Distributed routing in networks using affinity propagation. - Manohar Shamaiah; Sang Hyun Lee; Sriram Vishwanath; Haris Vikalo (ICASSP, 2011)

Sequential Monte Carlo method for parameter estimation in diffusion models of affinity-based biosensors. - Manohar Shamaiah; Xiaohu Shen; Haris Vikalo (ICASSP, 2011)

Estimating Time-Varying Sparse Signals Under Communication Constraints. - Manohar Shamaiah; Haris Vikalo (IEEE Trans. Signal Process., 2011)

A message passing algorithm for reference-guided sequence assembly from high-throughput sequencing data. - Xiaohu Shen; Haris Vikalo (GENSiPS, 2012)

Adaptive experimental design for drug combinations. - Mijung Park; Marcel Nassar; Brian L. Evans; Haris Vikalo (SSP, 2012)

Base calling error rates in next-generation DNA sequencing. - Manohar Shamaiah; Haris Vikalo (SSP, 2012)

OnlineCall: fast online parameter estimation and base calling for illumina's next-generation sequencing. - Shreepriya Das; Haris Vikalo (Bioinform., 2012)

ParticleCall: A particle filter for base calling in next-generation sequencing systems. - Xiaohu Shen; Haris Vikalo (BMC Bioinform., 2012)

Distributed Algorithms for Spectrum Access in Cognitive Radio Relay Networks. - Manohar Shamaiah; Sang Hyun Lee; Sriram Vishwanath; Haris Vikalo (IEEE J. Sel. Areas Commun., 2012)

Graphical Models and Inference on Graphs in Genomics: Challenges of high-throughput data analysis. - Manohar Shamaiah; Sang Hyun Lee; Haris Vikalo (IEEE Signal Process. Mag., 2012)

Estimating Parameters of Sampled Diffusion Processes in Affinity Biosensors. - Manohar Shamaiah; Xiaohu Shen; Haris Vikalo (IEEE Trans. Signal Process., 2012)

Joint Parameter Estimation and Base-Calling for Pyrosequencing Systems. - Ting Wu; Haris Vikalo (IEEE Trans. Signal Process., 2012)

Greedy Sensor Selection under Channel Uncertainty. - Manohar Shamaiah; Siddhartha Banerjee; Haris Vikalo (IEEE Wirel. Commun. Lett., 2012)

A message passing algorithm for haplotype assembly. - Zrinka Puljiz; Haris Vikalo (ACSSC, 2013)

Deterministic sequential Monte Carlo for haplotype inference. - Soyeon Ahn; Haris Vikalo (GlobalSIP, 2013)

Expected complexity of sphere decoding for sparse integer least-square problems. - Somsubhra Barik; Haris Vikalo (ICASSP, 2013)

Message passing algorithm for inferring consensus sequence from next-generation sequencing data. - Xiaohu Shen; Manohar Shamaiah; Haris Vikalo (ISIT, 2013)

Base calling for high-throughput short-read sequencing: dynamic programming solutions. - Shreepriya Das; Haris Vikalo (BMC Bioinform., 2013)

Message-Passing Algorithms for Coordinated Spectrum Sensing in Cognitive Radio Networks. - Sang Hyun Lee; Manohar Shamaiah; Haris Vikalo; Sriram Vishwanath (IEEE Commun. Lett., 2013)

Bayesian Active Learning for Drug Combinations. - Mijung Park; Marcel Nassar; Haris Vikalo (IEEE Trans. Biomed. Eng., 2013)

Optimal haplotype assembly with statistical pruning. - Shreepriya Das; Haris Vikalo (GlobalSIP, 2014)

Iterative learning of single individual haplotypes from high-throughput DNA sequencing data. - Zrinka Puljiz; Haris Vikalo (ISTC, 2014)

Haplotype assembly: An information theoretic view. - Hongbo Si; Haris Vikalo; Sriram Vishwanath (ITW, 2014)

Sparsity-Aware Sphere Decoding: Algorithms and Complexity Analysis. - Somsubhra Barik; Haris Vikalo (IEEE Trans. Signal Process., 2014)

Iterative Learning for Reference-Guided DNA Sequence Assembly From Short Reads: Algorithms and Limits of Performance. - Xiaohu Shen; Manohar Shamaiah; Haris Vikalo (IEEE Trans. Signal Process., 2014)

Non-uniformity correction of IR images using natural scene statistics. - Todd Richard Goodall; Alan C. Bovik; Haris Vikalo; Nicholas G. Paulter Jr. (GlobalSIP, 2015)

Distributed self localization of sensors with poisson deployment using extended Kalman filter. - Abhishek K. Gupta; Somsubhra Barik; Haris Vikalo (WCNC, 2015)

Joint haplotype assembly and genotype calling via sequential Monte Carlo algorithm. - Soyeon Ahn; Haris Vikalo (BMC Bioinform., 2015)

A Perspective on Future Research Directions in Information Theory. - Jeffrey G. Andrews; Alexandros G. Dimakis; Lara Dolecek; Michelle Effros; Muriel Médard; Olgica Milenkovic; Andrea Montanari; Sriram Vishwanath; Edmund M. Yeh; Randall Berry; Ken R. Duffy; Soheil Feizi; et al. (CoRR, 2015)

Designing optimal mortality risk prediction scores that preserve clinical knowledge. - Natalia M. Arzeno; Karla A. Lawson; Sarah V. Duzinski; Haris Vikalo (J. Biomed. Informatics, 2015)

Semi-Supervised Affinity Propagation with Soft Instance-Level Constraints. - Natalia M. Arzeno; Haris Vikalo (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Sparse linear regression via generalized orthogonal least-squares. - Abolfazl Hashemi; Haris Vikalo (GlobalSIP, 2016)

Beam tracking for mobile millimeter wave communication systems. - Vutha Va; Haris Vikalo; Robert W. Heath Jr. (GlobalSIP, 2016)

Nonnegative gridless compressive sensing for co-prime arrays. - Heeseong Yang; Joohwan Chun; Haris Vikalo (GlobalSIP, 2016)

Structurally-constrained gradient descent for matrix factorization in haplotype assembly problems. - Changxiao Cai; Sujay Sanghavi; Haris Vikalo (ICASSP, 2016)

Sampling Requirements and Accelerated Schemes for Sparse Linear Regression with Orthogonal Least-Squares. - Abolfazl Hashemi; Haris Vikalo (CoRR, 2016)

Sparse recovery via Orthogonal Least-Squares under presence of Noise. - Abolfazl Hashemi; Haris Vikalo (CoRR, 2016)

End-to-End Optimization of High-Throughput DNA Sequencing. - Eliza O'Reilly; François Baccelli; Gustavo de Veciana; Haris Vikalo (J. Comput. Biol., 2016)

Structured Low-Rank Matrix Factorization for Haplotype Assembly. - Changxiao Cai; Sujay Sanghavi; Haris Vikalo (IEEE J. Sel. Top. Signal Process., 2016)

Decoding Genetic Variations: Communications-Inspired Haplotype Assembly. - Zrinka Puljiz; Haris Vikalo (IEEE ACM Trans. Comput. Biol. Bioinform., 2016)

Viral quasispecies reconstruction via tensor factorization. - Soyeon Ahn; Ziqi Ke; Haris Vikalo (Allerton, 2017)

Sparse Tensor Decomposition for Haplotype Assembly of Diploids and Polyploids. - Abolfazl Hashemi; Banghua Zhu; Haris Vikalo (BCB, 2017)

Sampling-based binary-level cross-platform performance estimation. - Xinnian Zheng; Haris Vikalo; Shuang Song 007; Lizy K. John; Andreas Gerstlauer (DATE, 2017)

Data subset selection for efficient SVM training. - Sara Mourad; Ahmed H. Tewfik; Haris Vikalo (EUSIPCO, 2017)

Evolutionary affinity propagation. - Natalia M. Arzeno; Haris Vikalo (ICASSP, 2017)

Binary matrix completion with performance guarantees for single individual haplotyping. - Somsubhra Barik; Haris Vikalo (ICASSP, 2017)

Recovery of sparse signals via Branch and Bound Least-Squares. - Abolfazl Hashemi; Haris Vikalo (ICASSP, 2017)

Accelerated Sparse Subspace Clustering. - Abolfazl Hashemi; Haris Vikalo (CoRR, 2017)

Information-Theoretic Analysis of Haplotype Assembly. - Hongbo Si; Haris Vikalo; Sriram Vishwanath (IEEE Trans. Inf. Theory, 2017)

Optimal Haplotype Assembly via a Branch-and-Bound Algorithm. - Shreepriya Das; Haris Vikalo (IEEE Trans. Mol. Biol. Multi Scale Commun., 2017)

A Randomized Greedy Algorithm for Near-Optimal Sensor Scheduling in Large-Scale Sensor Networks. - Abolfazl Hashemi; Mahsa Ghasemi; Haris Vikalo; Ufuk Topcu (ACC, 2018)

Near-Optimal Distributed Estimation for a Network of Sensing Units Operating Under Communication Constraints. - Abolfazl Hashemi; Osman Fatih Kiliç; Haris Vikalo (CDC, 2018)

A Novel Scheme for Support Identification and Iterative Sampling of Bandlimited Graph Signals. - Abolfazl Hashemi; Rasoul Shafipour; Haris Vikalo; Gonzalo Mateos (GlobalSIP, 2018)

Sampling and Reconstruction of Graph Signals via Weak Submodularity and Semidefinite Relaxation. - Abolfazl Hashemi; Rasoul Shafipour; Haris Vikalo; Gonzalo Mateos (ICASSP, 2018)

Viral quasispecies reconstruction via tensor factorization with successive read removal. - Soyeon Ahn; Ziqi Ke; Haris Vikalo (Bioinform., 2018)

Accelerated orthogonal least-squares for large-scale sparse reconstruction. - Abolfazl Hashemi; Haris Vikalo (Digit. Signal Process., 2018)

aBayesQR: A Bayesian Method for Reconstruction of Viral Populations Characterized by Low Diversity. - Soyeon Ahn; Haris Vikalo (J. Comput. Biol., 2018)

Evolutionary Self-Expressive Models for Subspace Clustering. - Abolfazl Hashemi; Haris Vikalo (IEEE J. Sel. Top. Signal Process., 2018)

Cyclic block coordinate minimization algorithms for DOA estimation in co-prime arrays. - Heeseong Yang; Joohwan Chun; Haris Vikalo (Signal Process., 2018)

On Submodularity of Quadratic Observation Selection in Constrained Networked Sensing Systems. - Mahsa Ghasemi; Abolfazl Hashemi; Ufuk Topcu; Haris Vikalo (ACC, 2019)

Reconstructing Intra-Tumor Heterogeneity via Convex Optimization and Branch-and-Bound Search. - Shorya Consul; Haris Vikalo (BCB, 2019)

Online selective training for faster neural network learning. - Sara Mourad; Haris Vikalo; Ahmed H. Tewfik (DSW, 2019)

Online Topology Inference from Streaming Stationary Graph Signals. - Rasoul Shafipour; Abolfazl Hashemi; Gonzalo Mateos; Haris Vikalo (DSW, 2019)

Weighted Subset Selection for Fast SVM Training. - Sara Mourad; Ahmed H. Tewfik; Haris Vikalo (EUSIPCO, 2019)

A Map Framework for Support Recovery of Sparse Signals Using Orthogonal Least Squares. - Shorya Consul; Abolfazl Hashemi; Haris Vikalo (ICASSP, 2019)

Evolutionary Subspace Clustering: Discovering Structure in Self-expressive Time-series Data. - Abolfazl Hashemi; Haris Vikalo (ICASSP, 2019)

Deep Learning Propagation Models over Irregular Terrain. - Mónica Ribero; Robert W. Heath Jr.; Haris Vikalo; Dmitry Chizhik; Reinaldo A. Valenzuela (ICASSP, 2019)

Submodular Observation Selection and Information Gathering for Quadratic Models. - Abolfazl Hashemi; Mahsa Ghasemi; Haris Vikalo; Ufuk Topcu (ICML, 2019)

Stochastic-Greedy++: Closing the Optimality Gap in Exact Weak Submodular Maximization. - Gustavo de Veciana; Abolfazl Hashemi; Haris Vikalo (CoRR, 2019)

Identifying Low-Dimensional Structures in Markov Chains: A Nonnegative Matrix Factorization Approach. - Mahsa Ghasemi; Abolfazl Hashemi; Haris Vikalo; Ufuk Topcu (CoRR, 2019)

ComHapDet: A Spatial Community Detection Algorithm for Haplotype Assembly. - Abishek Sankararaman; Haris Vikalo; François Baccelli (CoRR, 2019)

A Study of the Learnability of Relational Properties (Model Counting Meets Machine Learning). - Muhammad Usman 024; Wenxi Wang; Kaiyuan Wang; Marko Vasic; Haris Vikalo; Sarfraz Khurshid (CoRR, 2019)

Matrix Completion and Performance Guarantees for Single Individual Haplotyping. - Somsubhra Barik; Haris Vikalo (IEEE Trans. Signal Process., 2019)

A Graph Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction. - Ziqi Ke; Haris Vikalo (AAAI, 2020)

Identifying Sparse Low-Dimensional Structures in Markov Chains: A Nonnegative Matrix Factorization Approach. - Mahsa Ghasemi; Abolfazl Hashemi; Haris Vikalo; Ufuk Topcu (ACC, 2020)

A Convolutional Auto-Encoder for Haplotype Assembly and Viral Quasispecies Reconstruction. - Ziqi Ke; Haris Vikalo (NeurIPS, 2020)

A study of the learnability of relational properties: model counting meets machine learning (MCML). - Muhammad Usman 024; Wenxi Wang; Marko Vasic; Kaiyuan Wang; Haris Vikalo; Sarfraz Khurshid (PLDI, 2020)

Communication-Efficient Algorithms for Decentralized Optimization Over Directed Graphs. - Yiyue Chen; Abolfazl Hashemi; Haris Vikalo (CoRR, 2020)

Communication-Efficient Federated Learning via Optimal Client Sampling. - Mónica Ribero; Haris Vikalo (CoRR, 2020)

On the Benefits of Multiple Gossip Steps in Communication-Constrained Decentralized Optimization. - Abolfazl Hashemi; Anish Acharya; Rudrajit Das; Haris Vikalo; Sujay Sanghavi; Inderjit S. Dhillon (CoRR, 2020)

Online Learning with Implicit Exploration in Episodic Markov Decision Processes. - Mahsa Ghasemi; Abolfazl Hashemi; Haris Vikalo; Ufuk Topcu (ACC, 2021)

Decentralized Optimization on Time-Varying Directed Graphs Under Communication Constraints. - Yiyue Chen; Abolfazl Hashemi; Haris Vikalo (ICASSP, 2021)

On the Performance-Complexity Tradeoff in Stochastic Greedy Weak Submodular Optimization. - Abolfazl Hashemi; Haris Vikalo; Gustavo de Veciana (ICASSP, 2021)

Real-Time Radio Modulation Classification With An LSTM Auto-Encoder. - Ziqi Ke; Haris Vikalo (ICASSP, 2021)

Optimizing Resource Constrained Distributed Collaborative Sensing. - Michael Stecklein; Hasan Burhan Beytur; Gustavo de Veciana; Haris Vikalo (ICC Workshops, 2021)

RF-based Network Inference: Theoretical Foundations. - Shorya Consul; Hasan Burhan Beytur; Gustavo de Veciana; Haris Vikalo (MILCOM, 2021)

Artifact: Opportunistic Federated Learning: An Exploration of Egocentric Collaboration for Pervasive Computing Applications. - Sangsu Lee; Xi Zheng 001; Jie Hua 002; Haris Vikalo; Christine Julien 001 (PerCom Workshops, 2021)

Opportunistic Federated Learning: An Exploration of Egocentric Collaboration for Pervasive Computing Applications. - Sangsu Lee; Xi Zheng 001; Jie Hua 002; Haris Vikalo; Christine Julien 001 (PerCom, 2021)

No-regret learning with high-probability in adversarial Markov decision processes. - Mahsa Ghasemi; Abolfazl Hashemi; Haris Vikalo; Ufuk Topcu (UAI, 2021)

Randomized Greedy Sensor Selection: Leveraging Weak Submodularity. - Abolfazl Hashemi; Mahsa Ghasemi; Haris Vikalo; Ufuk Topcu (IEEE Trans. Autom. Control., 2021)

Evolutionary Clustering via Message Passing. - Natalia M. Arzeno; Haris Vikalo (IEEE Trans. Knowl. Data Eng., 2021)

Federated Dynamic Sparse Training: Computing Less, Communicating Less, Yet Learning Better. - Sameer Bibikar; Haris Vikalo; Zhangyang Wang; Xiaohan Chen (AAAI, 2022)

Deep learning for assembly of haplotypes and viral quasispecies from short and long sequencing reads. - Ziqi Ke; Haris Vikalo (BCB, 2022)

End-to-end system for object detection from sub-sampled radar data. - Madhumitha Sakthi; Ahmed H. Tewfik; Marius Arvinte; Haris Vikalo (EUSIPCO, 2022)

Federating recommendations using differentially private prototypes. - Mónica Ribero; Jette Henderson; Sinead Williamson; Haris Vikalo (Pattern Recognit., 2022)

Towards accelerated greedy sampling and reconstruction of bandlimited graph signals. - Abolfazl Hashemi; Rasoul Shafipour; Haris Vikalo; Gonzalo Mateos (Signal Process., 2022)

Communication-Efficient Variance-Reduced Decentralized Stochastic Optimization Over Time-Varying Directed Graphs. - Yiyue Chen; Abolfazl Hashemi; Haris Vikalo (IEEE Trans. Autom. Control., 2022)

On the Benefits of Multiple Gossip Steps in Communication-Constrained Decentralized Federated Learning. - Abolfazl Hashemi; Anish Acharya; Rudrajit Das; Haris Vikalo; Sujay Sanghavi; Inderjit S. Dhillon (IEEE Trans. Parallel Distributed Syst., 2022)

On the Benefits of Progressively Increasing Sampling Sizes in Stochastic Greedy Weak Submodular Maximization. - Abolfazl Hashemi; Haris Vikalo; Gustavo de Veciana (IEEE Trans. Signal Process., 2022)

Real-Time Radio Technology and Modulation Classification via an LSTM Auto-Encoder. - Ziqi Ke; Haris Vikalo (IEEE Trans. Wirel. Commun., 2022)

Federated Learning in Non-IID Settings Aided by Differentially Private Synthetic Data. - Huancheng Chen; Haris Vikalo (CVPR Workshops, 2023)

Accelerated Distributed Stochastic Non-Convex Optimization over Time-Varying Directed Networks. - Yiyue Chen; Abolfazl Hashemi; Haris Vikalo (ICASSP, 2023)

The Best of Both Worlds: Accurate Global and Personalized Models through Federated Learning with Data-Free Hyper-Knowledge Distillation. - Huancheng Chen; Chianing Wang; Haris Vikalo (ICLR, 2023)

Automotive RADAR sub-sampling via object detection networks: Leveraging prior signal information. - Madhumitha Sakthi; Ahmed H. Tewfik; Marius Arvinte; Haris Vikalo (CoRR, 2023)

Accelerating Non-IID Federated Learning via Heterogeneity-Guided Client Sampling. - Huancheng Chen; Haris Vikalo (CoRR, 2023)

Federated Learning Under Intermittent Client Availability and Time-Varying Communication Constraints. - Mónica Ribero; Haris Vikalo; Gustavo de Veciana (IEEE J. Sel. Top. Signal Process., 2023)

Graph-Based Reconstruction and Analysis of Disease Transmission Networks Using Viral Genomic Data. - Ziqi Ke; Haris Vikalo (J. Comput. Biol., 2023)

Fed-QSSL: A Framework for Personalized Federated Learning under Bitwidth and Data Heterogeneity. - Yiyue Chen; Haris Vikalo; Chianing Wang (AAAI, 2024)

Mixed-Precision Quantization for Federated Learning on Resource-Constrained Heterogeneous Devices. - Huancheng Chen; Haris Vikalo (CVPR, 2024)

Recovering Labels from Local Updates in Federated Learning. - Huancheng Chen; Haris Vikalo (ICML, 2024)

Optimization of Offloading Policies for Accuracy-Delay Tradeoffs in Hierarchical Inference. - Hasan Burhan Beytur; Ahmet Günhan Aydin; Gustavo de Veciana; Haris Vikalo (INFOCOM, 2024)

Heterogeneity-Guided Client Sampling: Towards Fast and Efficient Non-IID Federated Learning. - Huancheng Chen; Haris Vikalo (NeurIPS, 2024)

Can Transformers In-Context Learn Behavior of a Linear Dynamical System? - Usman Akram; Haris Vikalo (CoRR, 2024)

Boundary Attention Constrained Zero-Shot Layout-To-Image Generation. - Huancheng Chen; Jingtao Li; Weiming Zhuang; Haris Vikalo; Lingjuan Lyu (CoRR, 2024)

Reducing communication in federated learning via efficient client sampling. - Mónica Ribero; Haris Vikalo (Pattern Recognit., 2024)

NextVir: Enabling Classification of Tumor-Causing Viruses with Genomic Foundation Models. - John Robertson; Shorya Consul; Haris Vikalo (Zenodo, 2024)

Super Capacity SRS Design for 5G and beyond using Channel In-painting. - Usman Akram; Fan Zhang; Shawn Ma; Yang Li; Haris Vikalo (ICASSP, 2025)

XVir: A Transformer-Based Architecture for Identifying Viral Reads from Cancer Samples. - Shorya Consul; John Robertson; Haris Vikalo (J. Comput. Biol., 2025)

Federated Learning at Scale: Addressing Client Intermittency and Resource Constraints. - Mónica Ribero; Haris Vikalo; Gustavo de Veciana (IEEE J. Sel. Top. Signal Process., 2025)

Viewport Prediction via Adaptive Edge Offloading. - Ahmet Günhan Aydin; Haris Vikalo (IEEE Netw. Lett., 2025)

Accelerated Distributed Stochastic Nonconvex Optimization Over Time-Varying Directed Networks. - Yiyue Chen; Abolfazl Hashemi; Haris Vikalo (IEEE Trans. Autom. Control., 2025)

Batching-Aware Joint Model Onloading and Offloading for Hierarchical Multi-Task Inference. - Seohyeon Cha; Kevin Chan; Gustavo de Veciana; Haris Vikalo (CoRR, 2025)