$Generalization Bounds for Stochastic Gradient Descent via Localized $\varepsilon$-Covers$

Generalization Bounds for Stochastic Gradient Descent via Localized $\varepsilon$ -Covers

19 September 2022

Sejun Park

Papers citing "Generalization Bounds for Stochastic Gradient Descent via Localized $\varepsilon$-Covers"

4 / 4 papers shown

Title
Convex SGD: Generalization Without Early Stopping Julien Hendrickx A. Olshevsky MLT LRM 20 1 0 08 Jan 2024
Gradient-Based Feature Learning under Structured Data Alireza Mousavi-Hosseini Denny Wu Taiji Suzuki Murat A. Erdogdu MLT 8 18 0 07 Sep 2023
Generalization Guarantees via Algorithm-dependent Rademacher Complexity Sarah Sachs T. Erven Liam Hodgkinson Rajiv Khanna Umut Simsekli 6 3 0 04 Jul 2023
Algorithmic Stability of Heavy-Tailed SGD with General Loss Functions Anant Raj Lingjiong Zhu Mert Gurbuzbalaban Umut Simsekli 14 15 0 27 Jan 2023