PAC-Bayesian Learning of Optimization Algorithms

20 October 2022

Papers citing "PAC-Bayesian Learning of Optimization Algorithms"

6 / 6 papers shown

Title
From Learning to Optimize to Learning Optimization Algorithms Camille Castera Peter Ochs 59 1 0 28 May 2024
Streaming PAC-Bayes Gaussian process regression with a performance guarantee for online decision making Tianyu Liu Jie Lu Zheng Yan Guangquan Zhang 36 0 0 16 Oct 2022
A Simple Convergence Proof of Adam and Adagrad Alexandre Défossez Léon Bottou Francis R. Bach Nicolas Usunier 56 143 0 05 Mar 2020
Simpler PAC-Bayesian Bounds for Hostile Data Pierre Alquier Benjamin Guedj 79 72 0 23 Oct 2016
PAC-Bayesian Bounds for Randomized Empirical Risk Minimizers Pierre Alquier 156 58 0 11 Dec 2007
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 145 453 0 03 Dec 2007