Parameter-free Regret in High Probability with Heavy Tails

25 October 2022

Papers citing "Parameter-free Regret in High Probability with Heavy Tails"

5 / 5 papers shown

Title
From Gradient Clipping to Normalization for Heavy Tailed SGD Florian Hübler Ilyas Fatkhullin Niao He 45 5 0 17 Oct 2024
Stochastic Nonsmooth Convex Optimization with Heavy-Tailed Noises: High-Probability Bound, In-Expectation Rate and Initial Distance Adaptation Zijian Liu Zhengyuan Zhou 35 10 0 22 Mar 2023
DoG is SGD's Best Friend: A Parameter-Free Dynamic Step Size Schedule Maor Ivgi Oliver Hinder Y. Carmon ODL 33 57 0 08 Feb 2023
Estimating means of bounded random variables by betting Ian Waudby-Smith Aaditya Ramdas 59 149 0 19 Oct 2020
A High Probability Analysis of Adaptive SGD with Momentum Xiaoyun Li Francesco Orabona 92 66 0 28 Jul 2020