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Research outputs

Laplace Transform Based Low-Complexity Learning of Continuous Markov Semigroups   [2025]

Kostic, Vladimir R; Lounici, Karim; Halconruy, Helene; Devergne, Timothee; Novelli, Pietro; Pontil, Massimiliano

Gradient Based Clustering   [2022]

Armacki, Aleksandar; Bajovic, Dragana  ; Jakovetic, Dusan; Kar, Soummya

High-probability Convergence Bounds for Online Nonlinear Stochastic Gradient Descent under Heavy-tailed Noise   [2025]

Armacki, Aleksandar; Yu, Shuhua; Sharma, Pranay; Joshi, Gauri; Bajović, Dragana  ; Jakovetić, Dušan; Kar, Soummya

Large deviations rates for stochastic gradient descent with strongly convex functions   [2023]

Bajović, Dragana  ; Jakovetić, Dušan  ; Kar, Soummya

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