AI-SARAH: Adaptive and Implicit Stochastic Recursive Gradient Methods

19 February 2021

Papers citing "AI-SARAH: Adaptive and Implicit Stochastic Recursive Gradient Methods"

6 / 6 papers shown

Title
Stochastic Polyak Step-sizes and Momentum: Convergence Guarantees and Practical Performance Dimitris Oikonomou Nicolas Loizou 48 4 0 06 Jun 2024
Remove that Square Root: A New Efficient Scale-Invariant Version of AdaGrad Sayantan Choudhury N. Tupitsa Nicolas Loizou Samuel Horváth Martin Takáč Eduard A. Gorbunov 25 1 0 05 Mar 2024
On the Fairness Impacts of Private Ensembles Models Cuong Tran Ferdinando Fioretto 28 4 0 19 May 2023
An Adaptive Incremental Gradient Method With Support for Non-Euclidean Norms Binghui Xie Chen Jin Kaiwen Zhou James Cheng Wei Meng 28 1 0 28 Apr 2022
A Fairness Analysis on Private Aggregation of Teacher Ensembles Cuong Tran M. H. Dinh Kyle Beiter Ferdinando Fioretto 11 12 0 17 Sep 2021
Adaptivity of Stochastic Gradient Methods for Nonconvex Optimization Samuel Horváth Lihua Lei Peter Richtárik Michael I. Jordan 55 30 0 13 Feb 2020