Tackling benign nonconvexity with smoothing and stochastic gradients

18 February 2022

Papers citing "Tackling benign nonconvexity with smoothing and stochastic gradients"

3 / 3 papers shown

Title
Gradient Descent with Linearly Correlated Noise: Theory and Applications to Differential PrivacyNeural Information Processing Systems (NeurIPS), 2023 Anastasia Koloskova Ryan McKenna Zachary B. Charles Keith Rush Brendan McMahan 497 14 0 02 Feb 2023
EF21-P and Friends: Improved Theoretical Communication Complexity for Distributed Optimization with Bidirectional CompressionInternational Conference on Machine Learning (ICML), 2022 Kaja Gruntkowska Alexander Tyurin Peter Richtárik 350 32 0 30 Sep 2022
Special Properties of Gradient Descent with Large Learning RatesInternational Conference on Machine Learning (ICML), 2022 Amirkeivan Mohtashami Martin Jaggi Sebastian U. Stich MLT 351 15 0 30 May 2022