Autori: Kar Soummya
| 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
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| 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 | Web of Science Članak Elečas Rang časopisa |
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| Naslov | A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments (Article) |
| Autori | Armacki Aleksandar Bajovic Dragana Jakovetic Dusan Kar Soummya
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| Info | IEEE TRANSACTIONS ON SIGNAL PROCESSING, (2024), vol. 72 br. , str. 636-651 |
| Projekat | Office of Naval Research |
| Ispravka | Web of Science Članak Elečas Rang časopisa |
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| 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
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| Info | IEEE TRANSACTIONS ON SIGNAL PROCESSING, (2023), vol. 71 br. , str. 1319-1333 |
| Projekat | European Union [957337] |
| Ispravka | Web of Science Članak Elečas Rang časopisa |
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| Naslov | Distributed Recursive Estimation Under Heavy-Tail Communication Noise* (Article) |
| Autori | Jakovetic Dusan Vukovic Manojlo Bajovic Dragana Sahu Anit Kumar Kar Soummya
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| 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 | Web of Science Članak Elečas Rang časopisa |
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| 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
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| Info | SIAM JOURNAL ON OPTIMIZATION, (2023), vol. 33 br. 2, str. 394-423 |
| Projekat | European Union [957337] |
| Ispravka | Web of Science Članak Elečas Rang časopisa |
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| Naslov | Gradient Based Clustering (Proceedings Paper) |
| Autori | Armacki Aleksandar Bajovic Dragana Jakovetic Dusan Kar Soummya
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| 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 | Web of Science |
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| Naslov | Communication Efficient Distributed Estimation Over Directed Random Graphs (Proceedings Paper) |
| Autori | Kumar-Sahu Anit Jakovetic Dusan Bajovic Dragana Kar Soummya
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| 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 | Web of Science Citati: Web of Science Scopus |
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| 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
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| 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 | Web of Science Citati: Web of Science Scopus |
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| Naslov | Distributed Zeroth Order Optimization Over Random Networks: a Kiefer-Wolfowitz Stochastic Approximation Approach (Proceedings Paper) |
| Autori | Sahu Anit Kumar Jakovetic Dusan Bajovic Dragana Kar Soummya
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| Info | 2018 IEEE CONFERENCE ON DECISION AND CONTROL (CDC), (2018), vol. br. , str. 4951-4958 |
| Projekat | I-BiDaaS project - European Commission [780787]; Serbian Ministry of Education, Science, and Technological Development [174030]; National Science Foundation [CCF-1513936] |
| Ispravka | Web of Science Citati: Web of Science Scopus |
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| Naslov | Convergence rates for distributed stochastic optimization over random networks (Proceedings Paper) |
| Autori | Jakovetic Dusan Bajovic Dragana Sahu Anit Kumar Kar Soummya
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| Info | 2018 IEEE CONFERENCE ON DECISION AND CONTROL (CDC), (2018), vol. br. , str. 4238-4245 |
| Projekat | I-BiDaaS project - European Commission [780787]; European Unions Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant [734331]; Serbian Ministry of Education, Science, and Technological Development [174030]; National Scien |
| Ispravka | Web of Science Citati: Web of Science Scopus |
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