@ARTICLE{
author={Vrban Branislav,Vrtalova Vendula,Knezevic Dusica,Savic Milos,Kurbalija Vladimir M,Jakovetic Dusan,Cerba Stefan,Luley Jakub},
year={2026},
title={The application of machine learning techniques to data from solid-state nuclear track detector CR-39},
journal={EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS},
volume={},
number={},
pages={-},
document_type={Article; Early Access},
} 

@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={Fodor Lidija,Jakovetic Dusan,Krejic Natasa,Malaspina Greta},
year={2025},
title={Parallel inexact Levenberg-Marquardt method for nearly-separable nonlinear least squares},
journal={JOURNAL OF GLOBAL OPTIMIZATION},
volume={},
number={},
pages={-},
document_type={Article; Early Access},
} 

@ARTICLE{
author={Jakovetic Dusan,Krejic Natasa,Malaspina Greta},
year={2025},
title={Distributed inexact Newton method with adaptive step sizes},
journal={COMPUTATIONAL OPTIMIZATION AND APPLICATIONS},
volume={},
number={},
pages={-},
document_type={Article; Early Access},
} 

@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={Milic Dubravka M,Rat Milica M,Bokic Bojana S,Mudri-Stojnic Sonja,Milosevic Nemanja,Sukur Natasa,Jakovetic Dusan,Radak Boris Dj,Tot Tamara J,Vujanovic Dusanka,Anackov Goran T,Radisic Dimitrije},
year={2024},
title={Exploring the effects of habitat management on grassland biodiversity: A case study from northern Serbia},
journal={PLOS ONE},
volume={19},
number={3},
pages={-},
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={Malaspina Greta,Jakovetic Dusan,Krejic Natasa},
year={2024},
title={Linear convergence rate analysis of a class of exact first-order distributed methods for weight-balanced time-varying networks and uncoordinated step sizes},
journal={OPTIMIZATION LETTERS},
volume={18},
number={3},
pages={825-846},
document_type={Article},
} 

@ARTICLE{
author={Rackovic Stevo,Soares Claudia,Jakovetic Dusan,Desnica Zoranka},
year={2024},
title={A majorization-minimization-based method for nonconvex inverse rig problems in facial animation: algorithm derivation},
journal={OPTIMIZATION LETTERS},
volume={18},
number={2},
pages={545-559},
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={Savic Milos,Kurbalija Vladimir M,Ilic Mihailo,Ivanovic Mirjana K,Jakovetic Dusan,Valachis Antonios,Autexier Serge,Rust Johannes,Kosmidis Thanos},
year={2023},
title={The Application of Machine Learning Techniques in Prediction of Quality of Life Features for Cancer Patients},
journal={COMPUTER SCIENCE AND INFORMATION SYSTEMS},
volume={20},
number={1},
pages={381-404},
document_type={Article},
} 

@ARTICLE{
author={Jakovetic Dusan,Krejic Natasa,Krklec-Jerinkic Natasa},
year={2023},
title={EFIX: Exact fixed point methods for distributed optimization},
journal={JOURNAL OF GLOBAL OPTIMIZATION},
volume={85},
number={3},
pages={637-661},
document_type={Article},
} 

@ARTICLE{
author={Bravos George,...,Danilovic Dragan,...,Gajica Zoran,Jakovetic Dusan,...,Lukic Milan,...,Mezei Ivan D,...,Milosevic Nemanja,...,Vukobratovic Dejan},
year={2022},
title={Cybersecurity for Industrial Internet of Things: Architecture, Models and Lessons Learned},
journal={IEEE ACCESS},
volume={10},
number={},
pages={124747-124765},
document_type={Article},
} 

@ARTICLE{
author={Fodor Lidija,Jakovetic Dusan,Boberic-Krsticev Danijela,Skrbic Srdjan M},
year={2022},
title={A parallel ADMM-based convex clustering method},
journal={EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING},
volume={2022},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Jakovetic Dusan,Krejic Natasa,Krklec-Jerinkic Natasa},
year={2022},
title={A Hessian Inversion-Free Exact Second Order Method for Distributed Consensus Optimization},
journal={IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS},
volume={8},
number={},
pages={755-770},
document_type={Article},
} 

@ARTICLE{
author={Savic Milos,Atanasijevic Jasna,Jakovetic Dusan,Krejic Natasa},
year={2022},
title={Tax evasion risk management using a Hybrid Unsupervised Outlier Detection method},
journal={EXPERT SYSTEMS WITH APPLICATIONS},
volume={193},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Jakovetic Dusan,Krejic Natasa,Krklec-Jerinkic Natasa,Malaspina Greta,Micheletti Alessandra},
year={2021},
title={Distributed fixed point method for solving systems of linear algebraic equations},
journal={AUTOMATICA},
volume={134},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Fodor Lidija,Jakovetic Dusan,Krejic Natasa,Krklec-Jerinkic Natasa,Skrbic Srdjan M},
year={2021},
title={Performance evaluation and analysis of distributed multi-agent optimization algorithms with sparsified directed communication},
journal={EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING},
volume={2021},
number={1},
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={Panic Marko N,Jakovetic Dusan,Vukobratovic Dejan,Crnojevic Vladimir S,Pizurica Aleksandra},
year={2020},
title={MRI Reconstruction Using Markov Random Field and Total Variation as Composite Prior},
journal={SENSORS},
volume={20},
number={11},
pages={-},
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={He Kanghang,Jakovetic Dusan,Zhao Bochao,Stankovic Vladimir V,Stankovic Lina,Cheng Samuel},
year={2019},
title={A Generic Optimisation-Based Approach for Improving Non-Intrusive Load Monitoring},
journal={IEEE TRANSACTIONS ON SMART GRID},
volume={10},
number={6},
pages={6472-6480},
document_type={Article},
} 

@ARTICLE{
author={Jakovetic Dusan,Krejic Natasa,Krklec-Jerinkic Natasa},
year={2019},
title={Exact spectral-like gradient method for distributed optimization},
journal={COMPUTATIONAL OPTIMIZATION AND APPLICATIONS},
volume={74},
number={3},
pages={703-728},
document_type={Article},
} 

@ARTICLE{
author={Xin Ran,Jakovetic Dusan,Khan Usman A},
year={2019},
title={Distributed Nesterov Gradient Methods Over Arbitrary Graphs},
journal={IEEE SIGNAL PROCESSING LETTERS},
volume={26},
number={8},
pages={1247-1251},
document_type={Article},
} 

@ARTICLE{
author={Jakovetic Dusan},
year={2019},
title={A Unification and Generalization of Exact Distributed First-Order Methods},
journal={IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS},
volume={5},
number={1},
pages={31-46},
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},
} 

@ARTICLE{
author={Sikoparija Branko,Marko Oskar,Panic Marko N,Jakovetic Dusan,Radisic Predrag},
year={2018},
title={How to prepare a pollen calendar for forecasting daily pollen concentrations of Ambrosia, Betula and Poaceae?},
journal={AEROBIOLOGIA},
volume={34},
number={2},
pages={203-217},
document_type={Article},
} 

@ARTICLE{
author={Van Evert Frits K,Fountas S,Jakovetic Dusan,Crnojevic Vladimir S,Travlos I,Kempenaar C},
year={2017},
title={Big Data for weed control and crop protection},
journal={WEED RESEARCH},
volume={57},
number={4},
pages={218-233},
document_type={Review},
} 

@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,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={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,Moura Jose MF,Xavier Joao},
year={2015},
title={Linear Convergence Rate of a Class of Distributed Augmented Lagrangian Algorithms},
journal={IEEE TRANSACTIONS ON AUTOMATIC CONTROL},
volume={60},
number={4},
pages={922-936},
document_type={Article},
} 

@ARTICLE{
author={Jakovetic Dusan,Xavier Joao,Moura Jose MF},
year={2014},
title={Fast Distributed Gradient Methods},
journal={IEEE TRANSACTIONS ON AUTOMATIC CONTROL},
volume={59},
number={5},
pages={1131-1146},
document_type={Article},
} 

@ARTICLE{
author={Jakovetic Dusan,Freitas Xavier Joao Manuel,Moura Jose MF},
year={2014},
title={Convergence Rates of Distributed Nesterov-Like Gradient Methods on Random Networks},
journal={IEEE TRANSACTIONS ON SIGNAL PROCESSING},
volume={62},
number={4},
pages={868-882},
document_type={Article},
}