A Generalization Bound for Online Variational Inference

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A Generalization Bound for Online Variational Inference

8 April 2019

Badr-Eddine Chérief-Abdellatif

Mohammad Emtiyaz Khan

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Papers citing "A Generalization Bound for Online Variational Inference"

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Title
Knowledge Adaptation as Posterior Correction Mohammad Emtiyaz Khan 20 0 0 17 Jun 2025
Forward-backward Gaussian variational inference via JKO in the Bures-Wasserstein Space Michael Diao Krishnakumar Balasubramanian Sinho Chewi Adil Salim BDL 68 29 0 10 Apr 2023
Online PAC-Bayes Learning Maxime Haddouche Benjamin Guedj 107 22 0 31 May 2022
User-friendly introduction to PAC-Bayes bounds Pierre Alquier FedML 193 206 0 21 Oct 2021
Infinite-dimensional gradient-based descent for alpha-divergence minimisation Kamélia Daudel Randal Douc Franccois Portier 89 18 0 20 May 2020
Practical calibration of the temperature parameter in Gibbs posteriors Lucie Perrotta 37 3 0 22 Apr 2020
MMD-Bayes: Robust Bayesian Estimation via Maximum Mean Discrepancy Badr-Eddine Chérief-Abdellatif Pierre Alquier 186 75 0 29 Sep 2019
Convergence Rates of Variational Inference in Sparse Deep Learning Badr-Eddine Chérief-Abdellatif BDL 122 39 0 09 Aug 2019