From Predictions to Decisions: The Importance of Joint Predictive
Distributions

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From Predictions to Decisions: The Importance of Joint Predictive Distributions

20 July 2021

Vikranth Dwaracherla

Mohammad Asghari

Benjamin Van Roy

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Papers citing "From Predictions to Decisions: The Importance of Joint Predictive Distributions"

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Title
Reinforcement Learning, Bit by Bit Xiuyuan Lu Benjamin Van Roy Vikranth Dwaracherla M. Ibrahimi Ian Osband Zheng Wen 57 70 0 06 Mar 2021
Deep Bayesian Bandits Showdown: An Empirical Comparison of Bayesian Deep Networks for Thompson Sampling C. Riquelme George Tucker Jasper Snoek BDL 76 366 0 26 Feb 2018
Ensemble Sampling Xiuyuan Lu Benjamin Van Roy 129 121 0 20 May 2017
Bootstrapped Thompson Sampling and Deep Exploration Ian Osband Benjamin Van Roy 154 105 0 01 Jul 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 836 9,345 0 06 Jun 2015