@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={Djurkic Tijana,Simic Nikola B,Suzic Sinisa B,Bajovic Dragana,Peric Zoran H,Delic Vladan},
year={2025},
title={Multimodal Emotion Recognition Using Compressed Graph Neural Networks},
journal={SPEECH AND COMPUTER, SPECOM 2024, PT II},
volume={15300},
number={},
pages={109-121},
document_type={Proceedings Paper},
} 

@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={Suzic Sinisa B,Martin Morato Irene,Simic Nikola B,Raghavaraju Charitha,Heittola Toni,Stanojev Vuk,Bajovic Dragana},
year={2024},
title={UNS Exterior Spatial Sound Events dataset for urban monitoring},
journal={32ND EUROPEAN SIGNAL PROCESSING CONFERENCE, EUSIPCO 2024},
volume={},
number={},
pages={176-180},
document_type={Proceedings Paper},
} 

@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={Simic Nikola B,Suzic Sinisa B,Milosevic Nemanja,Stanojev Vuk,Nosek Tijana V,Popovic Branislav,Bajovic Dragana},
year={2024},
title={Enhancing Emotion Recognition through Federated Learning: A Multimodal Approach with Convolutional Neural Networks},
journal={APPLIED SCIENCES-BASEL},
volume={14},
number={4},
pages={-},
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={Bajovic Dragana},
year={2024},
title={Inaccuracy Rates for Distributed Inference Over Random Networks With Applications to Social Learning},
journal={IEEE TRANSACTIONS ON INFORMATION THEORY},
volume={70},
number={1},
pages={415-435},
document_type={Article},
} 

@ARTICLE{
author={Bajovic Dragana,Jakovetic Dusan,Kar Soummya},
year={2023},
title={Large deviations rates for stochastic gradient descent with strongly convex functions},
journal={INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 206},
volume={206},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@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={Vukobratovic Dejan,Lukic Milan,Mezei Ivan D,Bajovic Dragana,Danilovic Dragan,Savic Milos,Bodroski Zarko R,Skrbic Srdjan M,Jakovetic Dusan},
year={2022},
title={Edge Machine Learning in 3GPP NB-IoT: Architecture, Applications and Demonstration},
journal={2022 30TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO 2022)},
volume={},
number={},
pages={707-711},
document_type={Proceedings Paper},
} 

@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={Petkovic Milica I,Bajovic Dragana,Vukobratovic Dejan,Machaj Juraj,Brida Peter,McCutcheon Graeme,Stankovic Lina,Stankovic Vladimir V},
year={2022},
title={Smart Dimmable LED Lighting Systems},
journal={SENSORS},
volume={22},
number={21},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Savic Milos,Lukic Milan,Danilovic Dragan,Bodroski Zarko R,Bajovic Dragana,Mezei Ivan D,Vukobratovic Dejan,Skrbic Srdjan M,Jakovetic Dusan},
year={2021},
title={Deep Learning Anomaly Detection for Cellular IoT With Applications in Smart Logistics},
journal={IEEE ACCESS},
volume={9},
number={},
pages={59406-59419},
document_type={Article},
} 

@ARTICLE{
author={Jakovetic Dusan,Bajovic Dragana,Xavier Joao,Moura Jose MF},
year={2020},
title={Primal-Dual Methods for Large-Scale and Distributed Convex Optimization and Data Analytics},
journal={PROCEEDINGS OF THE IEEE},
volume={108},
number={11},
pages={1923-1938},
document_type={Article},
} 

@ARTICLE{
author={Krklec-Jerinkic Natasa,Jakovetic Dusan,Krejic Natasa,Bajovic Dragana},
year={2020},
title={Distributed Second-Order Methods With Increasing Number of Working Nodes},
journal={IEEE TRANSACTIONS ON AUTOMATIC CONTROL},
volume={65},
number={2},
pages={846-853},
document_type={Article},
} 

@ARTICLE{
author={Devaja Tijana,Bajovic Dragana,Vukobratovic Dejan,Gardasevic Gordana},
year={2019},
title={Scheduling in 6TiSCH Networks via Max-Product Message-Passing},
journal={PROCEEDINGS OF 18TH INTERNATIONAL CONFERENCE ON SMART TECHNOLOGIES (IEEE EUROCON 2019)},
volume={},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Anoh Kelvin,Bajovic Dragana,Ikpehai Augustine,Adebisi Bamidele,Vukobratovic Dejan},
year={2019},
title={Enabling Peer to Peer Energy Trading in Virtual Microgrids with LP-WAN},
journal={PROCEEDINGS OF 18TH INTERNATIONAL CONFERENCE ON SMART TECHNOLOGIES (IEEE EUROCON 2019)},
volume={},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Kumar-Sahu Anit,Jakovetic Dusan,Bajovic Dragana,Kar Soummya},
year={2019},
title={Communication Efficient Distributed Estimation Over Directed Random Graphs},
journal={PROCEEDINGS OF 18TH INTERNATIONAL CONFERENCE ON SMART TECHNOLOGIES (IEEE EUROCON 2019)},
volume={},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Cosovic Mirsad,Devaja Tijana,Bajovic Dragana,Machaj Juraj,McCutcheon Graeme,Stankovic Vladimir V,Stankovic Lina,Vukobratovic Dejan},
year={2019},
title={Distributed Intelligent Illumination Control in the Context of Probabilistic Graphical Models},
journal={2019 4TH INTERNATIONAL CONFERENCE ON SMART AND SUSTAINABLE TECHNOLOGIES (SPLITECH)},
volume={},
number={},
pages={139-144},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Petkovic Milica I,Bajovic Dragana,Vukobratovic Dejan,McCutcheon Graeme,Stankovic Lina,Stankovic Vladimir V},
year={2019},
title={Effect of External Daylight in Smart Dimmable LED Lighting Systems},
journal={2019 28TH WIRELESS AND OPTICAL COMMUNICATIONS CONFERENCE (WOCC)},
volume={},
number={},
pages={77-81},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Vukobratovic Dejan,Bajovic Dragana,Anoh Kelvin,Adebisi Bamidele},
year={2019},
title={Distributed Energy Trading via Cellular Internet of Things and Mobile Edge Computing},
journal={ICC 2019 - 2019 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC)},
volume={},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Bajovic Dragana,Moura Jose MF,Vukobratovic Dejan},
year={2019},
title={Detecting Random Walks on Graphs With Heterogeneous Sensors},
journal={IEEE TRANSACTIONS ON INFORMATION THEORY},
volume={65},
number={8},
pages={4893-4914},
document_type={Article},
} 

@ARTICLE{
author={Sahu Anit Kumar,Jakovetic Dusan,Bajovic Dragana,Kar Soummya},
year={2018},
title={Non-Asymptotic Rates for Communication Efficient Distributed Zeroth Order Strongly Convex Optimization},
journal={2018 IEEE GLOBAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (GLOBALSIP 2018)},
volume={},
number={},
pages={628-632},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Anoh Kelvin,Bajovic Dragana,Vukobratovic Dejan,Adebisi Bamidele,Jakovetic Dusan,Cosovic Mirsad},
year={2018},
title={Distributed Energy Trading with Communication Constraints},
journal={2018 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE EUROPE (ISGT-EUROPE)},
volume={},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Sahu Anit Kumar,Jakovetic Dusan,Bajovic Dragana,Kar Soummya},
year={2018},
title={Distributed Zeroth Order Optimization Over Random Networks: a Kiefer-Wolfowitz Stochastic Approximation Approach},
journal={2018 IEEE CONFERENCE ON DECISION AND CONTROL (CDC)},
volume={},
number={},
pages={4951-4958},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Jakovetic Dusan,Bajovic Dragana,Sahu Anit Kumar,Kar Soummya},
year={2018},
title={Convergence rates for distributed stochastic optimization over random networks},
journal={2018 IEEE CONFERENCE ON DECISION AND CONTROL (CDC)},
volume={},
number={},
pages={4238-4245},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Anoh Kelvin,Ikpehai Augustine,Bajovic Dragana,Jogunola Olamide,Adebisi Bamidele,Vukobratovic Dejan,Hammoudeh Mohammad},
year={2018},
title={Virtual Microgrids: A Management Concept for Peer-to-Peer Energy Trading},
journal={ICFNDS'18: PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON FUTURE NETWORKS AND DISTRIBUTED SYSTEMS},
volume={},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Bajovic Dragana,Jakovetic Dusan,Sahu Anit Kumar,Kar Soummya},
year={2018},
title={Large Deviations for Products of Non-I.i.d. Stochastic Matrices with Application to Distributed Detection},
journal={2018 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT)},
volume={},
number={},
pages={1061-1065},
document_type={Proceedings Paper},
} 

@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={Bajovic Dragana,He Kanghang,Stankovic Lina,Vukobratovic Dejan,Stankovic Vladimir V},
year={2018},
title={Optimal Detection and Error Exponents for Hidden Semi-Markov Models},
journal={IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING},
volume={12},
number={5},
pages={1077-1092},
document_type={Article},
} 

@ARTICLE{
author={Mastilovic Aleksandar,Vukobratovic Dejan,Jakovetic Dusan,Bajovic Dragana},
year={2017},
title={Cooperative Slotted ALOHA for Massive M2M Random Access Using Directional Antennas},
journal={2017 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS)},
volume={},
number={},
pages={731-736},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Bajovic Dragana,Jakovetic Dusan,Krejic Natasa,Krklec-Jerinkic Natasa},
year={2017},
title={Newton-Like Method with Diagonal Correction for Distributed Optimization},
journal={SIAM JOURNAL ON OPTIMIZATION},
volume={27},
number={2},
pages={1171-1203},
document_type={Article},
} 

@ARTICLE{
author={Vukobratovic Dejan,Jakovetic Dusan,Skachek Vitaly,Bajovic Dragana,Sejdinovic Dino},
year={2016},
title={Network Function Computation as a Service in Future 5G Machine Type Communications},
journal={2016 9TH INTERNATIONAL SYMPOSIUM ON TURBO CODES AND ITERATIVE INFORMATION PROCESSING (ISTC)},
volume={},
number={},
pages={365-369},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Vukobratovic Dejan,Jakovetic Dusan,Skachek Vitaly,Bajovic Dragana,Sejdinovic Dino,Kurt Gunes Karabulut,Hollanti Camilla,Fischer Ingo},
year={2016},
title={CONDENSE: A Reconfigurable Knowledge Acquisition Architecture for Future 5G IoT},
journal={IEEE ACCESS},
volume={4},
number={},
pages={3360-3378},
document_type={Article},
} 

@ARTICLE{
author={Jakovetic Dusan,Bajovic Dragana,Krejic Natasa,Krklec-Jerinkic Natasa},
year={2016},
title={Distributed Gradient Methods with Variable Number of Working Nodes},
journal={IEEE TRANSACTIONS ON SIGNAL PROCESSING},
volume={64},
number={15},
pages={4080-4095},
document_type={Article},
} 

@ARTICLE{
author={Bajovic Dragana,Moura Jose MF,Xavier Joao,Sinopoli Bruno},
year={2016},
title={Distributed Inference Over Directed Networks: Performance Limits and Optimal Design},
journal={IEEE TRANSACTIONS ON SIGNAL PROCESSING},
volume={64},
number={13},
pages={3308-3323},
document_type={Article},
} 

@ARTICLE{
author={Jakovetic Dusan,Minja Aleksandar,Bajovic Dragana,Vukobratovic Dejan},
year={2015},
title={Distributed Storage Allocations for Neighborhood-based Data Access},
journal={2015 IEEE INFORMATION THEORY WORKSHOP (ITW)},
volume={},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Jakovetic Dusan,Bajovic Dragana,Vukobratovic Dejan},
year={2015},
title={Distributed Estimation of Sparse User Activity for Multi-base Station On-Off Random Access},
journal={2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION WORKSHOP},
volume={},
number={},
pages={2080-2085},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Jakovetic Dusan,Bajovic Dragana,Vukobratovic Dejan,Crnojevic Vladimir S},
year={2015},
title={Cooperative Slotted Aloha for Multi-Base Station Systems},
journal={IEEE TRANSACTIONS ON COMMUNICATIONS},
volume={63},
number={4},
pages={1443-1456},
document_type={Article},
} 

@ARTICLE{
author={Jakovetic Dusan,Bajovic Dragana,Vukobratovic Dejan,Crnojevic Vladimir S},
year={2014},
title={Slotted Aloha for Networked Base Stations with Spatial and Temporal Diversity},
journal={2014 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT)},
volume={},
number={},
pages={1578-1582},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Bajovic Dragana,Jakovetic Dusan,Vukobratovic Dejan,Crnojevic Vladimir S},
year={2014},
title={Slotted Aloha for Networked Base Stations},
journal={2014 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC)},
volume={},
number={},
pages={520-526},
document_type={Proceedings Paper},
}