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1704.00963
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Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observations
4 April 2017
E. Siivola
Aki Vehtari
J. Vanhatalo
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"
6 / 6 papers shown
Title
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BO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization
Carl Hvarfner
Daniel Stoll
Artur L. F. Souza
Marius Lindauer
Frank Hutter
Luigi Nardi
101
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
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