Entropy Search for Information-Efficient Global Optimization

6 December 2011

Papers citing "Entropy Search for Information-Efficient Global Optimization"

13 / 13 papers shown

Title
Co-Learning Bayesian Optimization Zhendong Guo Yew-Soon Ong Tiantian He Haitao Liu 120 2 0 23 Jan 2025
Information-theoretic Bayesian Optimization: Survey and Tutorial Eduardo C. Garrido-Merchán 113 1 0 22 Jan 2025
Distributed Thompson sampling under constrained communication Saba Zerefa Zhaolin Ren Haitong Ma Na Li 71 1 0 03 Jan 2025
Optimizing Posterior Samples for Bayesian Optimization via Rootfinding Taiwo A. Adebiyi Bach Do Ruda Zhang 152 2 0 29 Oct 2024
Expected Coordinate Improvement for High-Dimensional Bayesian Optimization Dawei Zhan 64 5 0 18 Apr 2024
Variational Entropy Search for Adjusting Expected Improvement Nuojin Cheng Stephen Becker 41 1 0 17 Feb 2024
Corruption-Tolerant Gaussian Process Bandit Optimization Ilija Bogunovic Andreas Krause Jonathan Scarlett 58 52 0 04 Mar 2020
Tight Regret Bounds for Bayesian Optimization in One Dimension Jonathan Scarlett 94 27 0 30 May 2018
Expectation Propagation for approximate Bayesian inference T. Minka 113 1,906 0 10 Jan 2013
Gaussian Probabilities and Expectation Propagation John P. Cunningham Philipp Hennig Simon Lacoste-Julien 68 41 0 29 Nov 2011
Optimal Reinforcement Learning for Gaussian Systems Philipp Hennig 63 19 0 04 Jun 2011
Slice Sampling with Adaptive Multivariate Steps: The Shrinking-Rank Method Madeleine B. Thompson Radford M. Neal 77 11 0 22 Nov 2010
Slice sampling covariance hyperparameters of latent Gaussian models Iain Murray Ryan P. Adams 96 232 0 04 Jun 2010