On the Performance of Direct Loss Minimization for Bayesian Neural Networks

15 November 2022

Papers citing "On the Performance of Direct Loss Minimization for Bayesian Neural Networks"

5 / 5 papers shown

Title
PAC $^m$ -Bayes: Narrowing the Empirical Risk Gap in the Misspecified Bayesian Regime Warren Morningstar Alexander A. Alemi Joshua V. Dillon 119 16 0 19 Oct 2020
Efficient and Scalable Bayesian Neural Nets with Rank-1 Factors Michael W. Dusenberry Ghassen Jerfel Yeming Wen Yi-An Ma Jasper Snoek Katherine A. Heller Balaji Lakshminarayanan Dustin Tran UQCV BDL 62 215 0 14 May 2020
Direct loss minimization algorithms for sparse Gaussian processes Yadi Wei Rishit Sheth Roni Khardon 47 14 0 07 Apr 2020
Loss Surfaces, Mode Connectivity, and Fast Ensembling of DNNs T. Garipov Pavel Izmailov Dmitrii Podoprikhin Dmitry Vetrov A. Wilson UQCV 83 755 0 27 Feb 2018
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 354 10,192 0 16 Mar 2016