A Generalization Bound for Online Variational Inference

8 April 2019

Papers citing "A Generalization Bound for Online Variational Inference"

7 / 7 papers shown

Title
Forward-backward Gaussian variational inference via JKO in the Bures-Wasserstein Space Michael Diao Krishnakumar Balasubramanian Sinho Chewi Adil Salim BDL 32 21 0 10 Apr 2023
Online PAC-Bayes Learning Maxime Haddouche Benjamin Guedj 24 21 0 31 May 2022
User-friendly introduction to PAC-Bayes bounds Pierre Alquier FedML 60 197 0 21 Oct 2021
Infinite-dimensional gradient-based descent for alpha-divergence minimisation Kamélia Daudel Randal Douc Franccois Portier 21 17 0 20 May 2020
MMD-Bayes: Robust Bayesian Estimation via Maximum Mean Discrepancy Badr-Eddine Chérief-Abdellatif Pierre Alquier 56 72 0 29 Sep 2019
Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam Mohammad Emtiyaz Khan Didrik Nielsen Voot Tangkaratt Wu Lin Y. Gal Akash Srivastava ODL 74 268 0 13 Jun 2018
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 151 454 0 03 Dec 2007