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

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

4 April 2017

Javier I. González

Michael Riis Andersen

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

5 / 5 papers shown

Title
Vanilla Bayesian Optimization Performs Great in High Dimensions Carl Hvarfner E. Hellsten Luigi Nardi 34 17 0 03 Feb 2024
Look-Ahead Acquisition Functions for Bernoulli Level Set Estimation Benjamin Letham Phillip Guan Chase Tymms E. Bakshy Michael Shvartsman 35 10 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 27 8 0 28 Feb 2021
Bayesian Optimization with a Prior for the Optimum Artur L. F. Souza Luigi Nardi Leonardo B. Oliveira K. Olukotun Marius Lindauer Frank Hutter 21 8 0 25 Jun 2020
Learning Personalized Thermal Preferences via Bayesian Active Learning with Unimodality Constraints Nimish Awalgaonkar Ilias Bilionis Xiaoqi Liu P. Karava Athanasios Tzempelikos AI4TS AI4CE 38 2 0 21 Mar 2019