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Browsing by Author Kar, Soummya
Showing results 1 to 18 of 18
| Issue Date | Title | Author(s) | Type | Мp-cat. |
|---|---|---|---|---|
| 2024 | A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments | Armacki, Aleksandar; Bajovic, Dragana   ; Jakovetic, Dusan ; Kar, Soummya | Article | 21aM21a |
| 2018 | CIRFE: A Distributed Random Fields Estimator | Sahu, Anit Kumar; Jakovetić, Dušan ; Kar, Soummya | Article | 21aM21a |
| 2019 | Communication Efficient Distributed Estimation Over Directed Random Graphs | Sahu, Anit Kumar; Jakovetic, Dusan ; Bajović, Dragana ; Kar, Soummya | Conference Paper | Mp. category will be shown later |
| 2018 | Communication efficient distributed weighted non-linear least squares estimation | Sahu, Anit Kumar; Jakovetić, Dušan ; Bajović, Dragana ; Kar, Soummya | Naučni članak | 22M22 - Međunarodni časopis kategorije M22 |
| 2025 | Distributed Center-Based Clustering: A Unified Framework | Armacki, Aleksandar; Bajovic, Dragana ; Jakovetic, Dusan; Kar, Soummya | Naučni članak | 21M21 - Vodeći međunarodni časopis kategorije M21 |
| 2024 | Distributed Gradient Clustering: Convergence and the Effect of Initialization | Armacki, Aleksandar; Sharma, Himkant; Bajović, Dragana ; Jakovetić, Dušan; Chakraborty, Mrityunjoy; Kar, Soummya | Konferencijski rad | Mp kategorija će biti prikazana naknadno. |
| 2023 | Distributed Recursive Estimation under Heavy-Tail Communication Noise | Jakovetić, Dušan ; Vuković, Manojlo ; Bajović, Dragana ; Sahu, Anit Kumar; Kar, Soummya | Article | 21aM21a |
| 2018 | Distributed Zeroth Order Optimization Over Random Networks: a Kiefer-Wolfowitz Stochastic Approximation Approach | Sahu, Anit Kumar; Jakovetić, Dušan M. ; Bajović, Dragana D. ; Kar, Soummya | Conference Paper | Mp. category will be shown later |
| 2022 | Gradient Based Clustering | Armacki, Aleksandar; Bajovic, Dragana ; Jakovetic, Dusan; Kar, Soummya | Conference Paper | Mp. category will be shown later |
| 2025 | High-probability Convergence Bounds for Online Nonlinear Stochastic Gradient Descent under Heavy-tailed Noise | Armacki, Aleksandar; Yu, Shuhua; Sharma, Pranay; Joshi, Gauri; Bajović, Dragana ; Jakovetić, Dušan; Kar, Soummya | Conference Paper | Mp. category will be shown later |
| 2026 | Large Deviation Upper Bounds and Improved Mse Rates of Nonlinear Sgd: Heavy-Tailed Noise and Power of Symmetry | Armacki, Aleksandar; Yu, Shuhua; Bajović, Dragana ; Jakovetić, Dušan; Kar, Soummya | Article | 21aM21a |
| 2018 | Large Deviations for Products of Non-I.i.d. Stochastic Matrices with Application to Distributed Detection | Bajović, Dragana ; Jakovetić, Dušan ; Sahu, Anit Kumar; Kar, Soummya | Conference Paper | Mp. category will be shown later |
| 2023 | Large Deviations for Products of Non-Identically Distributed Network Matrices With Applications to Communication-Efficient Distributed Learning and Inference | Petrović, Nemanja ; Bajović, Dragana ; Kar, Soummya; Jakovetić, Dušan ; Sahu Anit Kumar | Naučni članak | 21aM21a - Vodeći međunarodni časopis kategorije M21a |
| 2023 | Large deviations rates for stochastic gradient descent with strongly convex functions | Bajović, Dragana ; Jakovetić, Dušan ; Kar, Soummya | Konferencijski rad | Mp kategorija će biti prikazana naknadno. |
| 2018 | Non-Asymptotic Rates for Communication Efficient Distributed Zeroth Order Strongly Convex Optimization | Sahu, Anit Kumar; Jakovetić, Dušan M. ; Bajović, Dragana ; Kar, Soummya | Konferencijski rad | Mp kategorija će biti prikazana naknadno. |
| 2024 | Nonlinear Consensus+Innovations under Correlated Heavy-Tailed Noises: Mean Square Convergence Rate and Asymptotics | Vukovic, Manojlo ; Jakovetic, Dusan ; Bajovic, Dragana ; Kar, Soummya | Naučni članak | 21aM21a - Vodeći međunarodni časopis kategorije M21a |
| 2023 | Nonlinear gradient mappings and stochastic optimization: A general framework with applications to heavy-tail noise | Jakovetić, Dušan ; Bajović, Dragana ; Sahu, Anit Kumar; Kar, Soummya; Milošević, Nemanja ; Stamenković, Dušan | Naučni članak | 21a+M21a+ - Vodeći međunarodni časopis kategorije M21a+ |
| 2026 | Smoothed Gradient Clipping and Error Feedback for Decentralized Optimization Under Symmetric Heavy-Tailed Noise | Yu, Shuhua; Jakovetic, Dusan; Kar, Soummya | Naučni članak | 21aM21a - Vodeći međunarodni časopis kategorije M21a |