Correcting boundary over-exploration deficiencies in Bayesian
optimization with virtual derivative sign observations

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Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observations

4 April 2017

Javier I. González

Michael Riis Andersen

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Papers citing "Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observations"

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Title
$π$ BO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization Carl Hvarfner Daniel Stoll Artur L. F. Souza Marius Lindauer Frank Hutter Luigi Nardi 99 71 0 23 Apr 2022
Look-Ahead Acquisition Functions for Bernoulli Level Set Estimation Benjamin Letham Phillip Guan Chase Tymms E. Bakshy Michael Shvartsman 71 11 0 18 Mar 2022
Hierarchical Inducing Point Gaussian Process for Inter-domain Observations Luhuan Wu Andrew C. Miller Lauren Anderson Geoff Pleiss David M. Blei John P. Cunningham 73 9 0 28 Feb 2021
TREGO: a Trust-Region Framework for Efficient Global Optimization Youssef Diouane Victor Picheny Rodolophe Le Riche Alexandre Scotto Di Perrotolo 80 36 0 18 Jan 2021
Bayesian Optimization with a Prior for the Optimum Artur L. F. Souza Luigi Nardi Leonardo B. Oliveira K. Olukotun Marius Lindauer Frank Hutter 97 8 0 25 Jun 2020
Preferential Batch Bayesian Optimization E. Siivola Akash Kumar Dhaka Michael Riis Andersen Javier I. González Pablo G. Moreno Aki Vehtari 78 23 0 25 Mar 2020