Generalization Guarantees via Algorithm-dependent Rademacher Complexity

4 July 2023

Papers citing "Generalization Guarantees via Algorithm-dependent Rademacher Complexity"

4 / 4 papers shown

Title
Generalization Error Matters in Decentralized Learning Under Byzantine Attacks Haoxiang Ye Qing Ling 20 0 0 11 Jul 2024
Uniform Generalization Bounds on Data-Dependent Hypothesis Sets via PAC-Bayesian Theory on Random Sets Benjamin Dupuis Paul Viallard George Deligiannidis Umut Simsekli 25 2 0 26 Apr 2024
$Generalization Bounds for Stochastic Gradient Descent via Localized $\varepsilon$-Covers$ Generalization Bounds for Stochastic Gradient Descent via Localized $\varepsilon$ -Covers Sejun Park Umut Simsekli Murat A. Erdogdu 41 9 0 19 Sep 2022
Trajectory-dependent Generalization Bounds for Deep Neural Networks via Fractional Brownian Motion Chengli Tan Jiang Zhang Junmin Liu 23 1 0 09 Jun 2022