Stability Based Generalization Bounds for Exponential Family Langevin Dynamics

9 January 2022

Papers citing "Stability Based Generalization Bounds for Exponential Family Langevin Dynamics"

4 / 4 papers shown

Title
Stability-based Generalization Bounds for Variational Inference Yadi Wei R. Khardon BDL 44 0 0 17 Feb 2025
Learning Trajectories are Generalization Indicators Jingwen Fu Zhizheng Zhang Dacheng Yin Yan Lu Nanning Zheng AI4CE 28 3 0 25 Apr 2023
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates Jeffrey Negrea Mahdi Haghifam Gintare Karolina Dziugaite Ashish Khisti Daniel M. Roy FedML 105 146 0 06 Nov 2019
Stochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemes Ohad Shamir Tong Zhang 99 570 0 08 Dec 2012