| Title: | Large Deviation Upper Bounds and Improved Mse Rates of Nonlinear Sgd: Heavy-Tailed Noise and Power of Symmetry |
Authors: | Armacki, Aleksandar; Yu, Shuhua; Bajović, Dragana   ; Jakovetić, Dušan; Kar, Soummya |
Issue Date: | 2026 |
Publication: | SIAM JOURNAL ON OPTIMIZATION |
ISSN: | 1052-6234 SIAM Journal on Optimization / Society for Industrial and Applied Mathematics Search Idenfier |
Publisher: | Society for Industrial and Applied Mathematics |
Type: | Article |
Collation: | vol. 36 br. 1 str. 32-59 |
DOI: | 10.1137/24M1704154 |
WoS-ID: | 001696217200002 |
Scopus-ID: | 2-s2.0-105030885836 |
URI: | https://enauka.gov.rs/handle/123456789/1032440 |
URL: | https://epubs.siam.org/doi/10.1137/24M1704154 |
Project: | National Science Foundation [ECCS 2330196]
Ministry of Science, Technological Development, and Innovation [451-03-65/2024-03/200156]
Faculty of Technical Sciences, University of Novi Sad [01-3394/1]
Ministry of Science, Technological Development, and Innovation of the Republic of Serbia [451-03-137/2025-03/200125, 451-03-136/2025-03/200125]
Science Fund of Republic of Serbia, project "LASCADO" [7359]
Provincial Secretariat for Higher Education and Scientific Research [142-451-2593/2021-01/2] |
Metadata source: | (Preuzeto iz Nasi u WoS) |
M-category: | |
