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Research outputs

Nonlinear gradient mappings and stochastic optimization: A general framework with applications to heavy-tail noise   [2023]

Jakovetić, Dušan  ; Bajović, Dragana  ; Sahu, Anit Kumar; Kar, Soummya; Milošević, Nemanja  ; Stamenković, Dušan

Smoothed Gradient Clipping and Error Feedback for Decentralized Optimization Under Symmetric Heavy-Tailed Noise   [2026]

Yu, Shuhua; Jakovetic, Dusan; Kar, Soummya

Large Deviation Upper Bounds and Improved Mse Rates of Nonlinear Sgd: Heavy-Tailed Noise and Power of Symmetry   [2026]

Armacki, Aleksandar; Yu, Shuhua; Bajović, Dragana  ; Jakovetić, Dušan; Kar, Soummya

Newton-like method with diagonal correction for distributed optimization   [2017]

Bajović, Dragana  ; Jakovetić, Dušan  ; Krejić, Nataša  ; Krklec Jerinkić, Nataša  

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