@ARTICLE{
author={Yu Shuhua,Jakovetic Dusan,Kar Soummya},
year={2026},
title={Smoothed Gradient Clipping and Error Feedback for Decentralized Optimization Under Symmetric Heavy-Tailed Noise},
journal={SIAM JOURNAL ON OPTIMIZATION},
volume={36},
number={2},
pages={703-728},
document_type={Article},
} 

@ARTICLE{
author={Armacki Aleksandar,Yu Shuhua,Bajovic Dragana,Jakovetic Dusan,Kar Soummya},
year={2026},
title={Large Deviation Upper Bounds and Improved Mse Rates of Nonlinear Sgd: Heavy-Tailed Noise and Power of Symmetry},
journal={SIAM JOURNAL ON OPTIMIZATION},
volume={36},
number={1},
pages={32-59},
document_type={Article},
} 

@ARTICLE{
author={Armacki Aleksandar,Bajovic Dragana,Jakovetic Dusan,Kar Soummya},
year={2025},
title={Distributed Center-Based Clustering: A Unified Framework},
journal={IEEE TRANSACTIONS ON SIGNAL PROCESSING},
volume={73},
number={},
pages={903-918},
document_type={Article},
} 

@ARTICLE{
author={Vukovic Manojlo,Jakovetic Dusan,Bajovic Dragana,Kar Soummya},
year={2024},
title={Nonlinear Consensus Plus Innovations Under Correlated Heavy-Tailed Noises: Mean Square Convergence Rate and Asymptotics},
journal={SIAM JOURNAL ON CONTROL AND OPTIMIZATION},
volume={62},
number={1},
pages={376-399},
document_type={Article},
} 

@ARTICLE{
author={Armacki Aleksandar,Bajovic Dragana,Jakovetic Dusan,Kar Soummya},
year={2024},
title={A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments},
journal={IEEE TRANSACTIONS ON SIGNAL PROCESSING},
volume={72},
number={},
pages={636-651},
document_type={Article},
} 

@ARTICLE{
author={Petrovic Nemanja,Bajovic Dragana,Kar Soummya,Jakovetic Dusan,Sahu Anit Kumar},
year={2023},
title={Large Deviations for Products of Non-Identically Distributed Network Matrices With Applications to Communication-Efficient Distributed Learning and Inference},
journal={IEEE TRANSACTIONS ON SIGNAL PROCESSING},
volume={71},
number={},
pages={1319-1333},
document_type={Article},
} 

@ARTICLE{
author={Jakovetic Dusan,Vukovic Manojlo,Bajovic Dragana,Sahu Anit Kumar,Kar Soummya},
year={2023},
title={Distributed Recursive Estimation Under Heavy-Tail Communication Noise*},
journal={SIAM JOURNAL ON CONTROL AND OPTIMIZATION},
volume={61},
number={3},
pages={1582-1609},
document_type={Article},
} 

@ARTICLE{
author={Jakovetic Dusan,Bajovic Dragana,Sahu Anit Kumar,Kar Soummya,Milosevic Nemanja,Stamenkovic Dusan},
year={2023},
title={Nonlinear Gradient Mappings and Stochastic Optimization: a General Framework with Applications to Heavy-Tail Noise},
journal={SIAM JOURNAL ON OPTIMIZATION},
volume={33},
number={2},
pages={394-423},
document_type={Article},
} 

@ARTICLE{
author={Sahu Anit Kumar,Jakovetic Dusan,Bajovic Dragana,Kar Soummya},
year={2018},
title={Communication efficient distributed weighted non-linear least squares estimation},
journal={EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING},
volume={},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Sahu Anit Kumar,Jakovetic Dusan,Kar Soummya},
year={2018},
title={CIRFE: A Distributed Random Fields Estimator},
journal={IEEE TRANSACTIONS ON SIGNAL PROCESSING},
volume={66},
number={18},
pages={4980-4995},
document_type={Article},
}