Differentiating Policies for Non-Myopic Bayesian Optimization

14 August 2024

Papers citing "Differentiating Policies for Non-Myopic Bayesian Optimization"

6 / 6 papers shown

Title
Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees Shali Jiang Daniel R. Jiang Maximilian Balandat Brian Karrer Jacob R. Gardner Roman Garnett 44 44 0 29 Jun 2020
Efficient Rollout Strategies for Bayesian Optimization E. Lee David Eriksson Bolong Cheng M. McCourt D. Bindel 33 24 0 24 Feb 2020
A Tutorial on Bayesian Optimization P. Frazier GP 92 1,770 0 08 Jul 2018
Early Stopping without a Validation Set Maren Mahsereci Lukas Balles Christoph Lassner Philipp Hennig 59 87 0 28 Mar 2017
GLASSES: Relieving The Myopia Of Bayesian Optimisation Javier I. González Michael A. Osborne Neil D. Lawrence 54 119 0 21 Oct 2015
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 302 7,883 0 13 Jun 2012