Autori: Kar Soummya
| Naslov | Distributed Center-Based Clustering: A Unified Framework (Article) |
| Autori | Armacki Aleksandar Bajovic Dragana Jakovetic Dusan Kar Soummya |
| Info | IEEE TRANSACTIONS ON SIGNAL PROCESSING, (2025), vol. 73 br. , str. 903-918 |
| Projekat | National Science Foundation [ECCS 2330195]; Ministry of Science, Technological Development and Innovation [451-03-65/2024-03/200156]; Faculty of Technical Sciences, University of Novi Sad [01-3394/1]; Serbian Ministry of Science, Technological development and Innovation [337-00-3/2024-05/16]; Science Fund of Republic of Serbia, project "LASCADO" [7359]; Provincial Secretariat for Higher Education and Scientific Research, [142-451-2593/2021-01/2]; European Union [101093006] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Nonlinear Consensus Plus Innovations Under Correlated Heavy-Tailed Noises: Mean Square Convergence Rate and Asymptotics (Article) |
| Autori | Vukovic Manojlo Jakovetic Dusan Bajovic Dragana Kar Soummya |
| Info | SIAM JOURNAL ON CONTROL AND OPTIMIZATION, (2024), vol. 62 br. 1, str. 376-399 |
| Projekat | Ministry of Education, Science and Technological Development, Republic of Serbia; European Union [957337]; Provincial Secretariat for Higher Education and Scientific Research [142-451-2593/2021-01/2] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments (Article) |
| Autori | Armacki Aleksandar Bajovic Dragana Jakovetic Dusan Kar Soummya |
| Info | IEEE TRANSACTIONS ON SIGNAL PROCESSING, (2024), vol. 72 br. , str. 636-651 |
| Projekat | Office of Naval Research |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Large deviations rates for stochastic gradient descent with strongly convex functions (Proceedings Paper) |
| Autori | Bajovic Dragana Jakovetic Dusan Kar Soummya |
| Info | INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 206, (2023), vol. 206 br. , str. - |
| Projekat | European Union [957337]; Serbian Ministry of Education, Science and Technological Development; Office of Naval Research [N00014-21-1-2547] |
| Ispravka | ISI/Web of Science |
| Naslov | Large Deviations for Products of Non-Identically Distributed Network Matrices With Applications to Communication-Efficient Distributed Learning and Inference (Article) |
| Autori | Petrovic Nemanja Bajovic Dragana Kar Soummya Jakovetic Dusan Sahu Anit Kumar |
| Info | IEEE TRANSACTIONS ON SIGNAL PROCESSING, (2023), vol. 71 br. , str. 1319-1333 |
| Projekat | European Union [957337] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Distributed Recursive Estimation Under Heavy-Tail Communication Noise* (Article) |
| Autori | Jakovetic Dusan Vukovic Manojlo Bajovic Dragana Sahu Anit Kumar Kar Soummya |
| Info | SIAM JOURNAL ON CONTROL AND OPTIMIZATION, (2023), vol. 61 br. 3, str. 1582-1609 |
| Projekat | European Union [957337, 871518]; Serbian Ministry of Education, Science and Technological Development |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Nonlinear Gradient Mappings and Stochastic Optimization: a General Framework with Applications to Heavy-Tail Noise (Article) |
| Autori | Jakovetic Dusan Bajovic Dragana Sahu Anit Kumar Kar Soummya Milosevic Nemanja Stamenkovic Dusan |
| Info | SIAM JOURNAL ON OPTIMIZATION, (2023), vol. 33 br. 2, str. 394-423 |
| Projekat | European Union [957337] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Gradient Based Clustering (Proceedings Paper) |
| Autori | Armacki Aleksandar Bajovic Dragana Jakovetic Dusan Kar Soummya |
| Info | INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 162, (2022), vol. br. , str. 929-947 |
| Projekat | National Science Foundation [CNS-1837607]; European Union [957337, 871518] |
| Ispravka | ISI/Web of Science |
| Naslov | Communication Efficient Distributed Estimation Over Directed Random Graphs (Proceedings Paper) |
| Autori | Kumar-Sahu Anit Jakovetic Dusan Bajovic Dragana Kar Soummya |
| Info | PROCEEDINGS OF 18TH INTERNATIONAL CONFERENCE ON SMART TECHNOLOGIES (IEEE EUROCON 2019), (2019), vol. br. , str. - |
| Projekat | Serbian Ministry of Education, Science, and Technological Development [174030, TR32035]; National Science Foundation (NSF) [CCF-1513936] |
| Ispravka | ISI/Web of Science Citati: ISI/Web of Science Scopus |
| Naslov | Non-Asymptotic Rates for Communication Efficient Distributed Zeroth Order Strongly Convex Optimization (Proceedings Paper) |
| Autori | Sahu Anit Kumar Jakovetic Dusan Bajovic Dragana Kar Soummya |
| Info | 2018 IEEE GLOBAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (GLOBALSIP 2018), (2018), vol. br. , str. 628-632 |
| Projekat | EU Horizon 2020 project I-BiDaaS [780787]; Serbian Ministry of Education, Science, and Technological Development [174030]; National Science Foundation [CCF-1513936] |
| Ispravka | ISI/Web of Science Citati: ISI/Web of Science Scopus |
