@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,Yu Shuhua,Sharma Pranay,Joshi Gauri,Bajovic Dragana,Jakovetic Dusan,Kar Soummya},
year={2025},
title={High-probability Convergence Bounds for Online Nonlinear Stochastic Gradient Descent under Heavy-tailed Noise},
journal={INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS},
volume={258},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@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={Armacki Aleksandar,Sharma Himkant,Bajovic Dragana,Jakovetic Dusan,Chakraborty Mrityunjoy,Kar Soummya},
year={2024},
title={Distributed Gradient Clustering: Convergence and the Effect of Initialization},
journal={2024 58TH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS, AND COMPUTERS},
volume={},
number={},
pages={1461-1465},
document_type={Proceedings Paper},
} 

@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={Armacki Aleksandar,Bajovic Dragana,Jakovetic Dusan,Kar Soummya},
year={2022},
title={Gradient Based Clustering},
journal={INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 162},
volume={},
number={},
pages={929-947},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Armacki Aleksandar,Jakovetic Dusan,Krejic Natasa,Krklec-Jerinkic Natasa},
year={2019},
title={Distributed Trust-Region Method With First Order Models},
journal={PROCEEDINGS OF 18TH INTERNATIONAL CONFERENCE ON SMART TECHNOLOGIES (IEEE EUROCON 2019)},
volume={},
number={},
pages={-},
document_type={Proceedings Paper},
}