Uniform-in-Time Wasserstein Stability Bounds for (Noisy) Stochastic Gradient Descent

20 May 2023

Papers citing "Uniform-in-Time Wasserstein Stability Bounds for (Noisy) Stochastic Gradient Descent"

5 / 5 papers shown

Title
Generalization Error Matters in Decentralized Learning Under Byzantine Attacks Haoxiang Ye Qing Ling 39 0 0 11 Jul 2024
Aortic root landmark localization with optimal transport loss for heatmap regression Tsuyoshi Ishizone Masaki Miyasaka Sae Ochi Norio Tada Kazuyuki Nakamura 40 0 0 06 Jul 2024
Privacy of SGD under Gaussian or Heavy-Tailed Noise: Guarantees without Gradient Clipping Umut Simsekli Mert Gurbuzbalaban S. Yıldırım Lingjiong Zhu 38 2 0 04 Mar 2024
Generalization Bounds for Label Noise Stochastic Gradient Descent Jung Eun Huh Patrick Rebeschini 13 1 0 01 Nov 2023
Convergence of Langevin Monte Carlo in Chi-Squared and Renyi Divergence Murat A. Erdogdu Rasa Hosseinzadeh Matthew Shunshi Zhang 86 41 0 22 Jul 2020