Bayesian Neural Network Ensembles

27 November 2018

Papers citing "Bayesian Neural Network Ensembles"

7 / 7 papers shown

Title
Polynomial Regression As an Alternative to Neural Nets Xi Cheng B. Khomtchouk N. Matloff Pete Mohanty 34 81 0 13 Jun 2018
Randomized Prior Functions for Deep Reinforcement Learning Ian Osband John Aslanides Albin Cassirer UQCV BDL 66 379 0 08 Jun 2018
Ensemble Sampling Xiuyuan Lu Benjamin Van Roy 123 119 0 20 May 2017
Deep Exploration via Randomized Value Functions Ian Osband Benjamin Van Roy Daniel Russo Zheng Wen 89 306 0 22 Mar 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 822 5,811 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 818 9,306 0 06 Jun 2015
Probabilistic Backpropagation for Scalable Learning of Bayesian Neural Networks José Miguel Hernández-Lobato Ryan P. Adams UQCV BDL 127 944 0 18 Feb 2015