Constrained Bayesian Optimization Under Partial Observations: Balanced Improvements and Provable Convergence

6 December 2023

Papers citing "Constrained Bayesian Optimization Under Partial Observations: Balanced Improvements and Provable Convergence"

11 / 11 papers shown

Title
Constrained multi-fidelity Bayesian optimization with automatic stop condition Zahra Zanjani Foumani Ramin Bostanabad 104 0 0 03 Mar 2025
Two-step Lookahead Bayesian Optimization with Inequality Constraints Yunxiang Zhang Xinming Zhang P. Frazier 42 7 0 06 Dec 2021
Sequential- and Parallel- Constrained Max-value Entropy Search via Information Lower Bound Shion Takeno T. Tamura Kazuki Shitara Masayuki Karasuyama 42 19 0 19 Feb 2021
Robot Learning with Crash Constraints A. Marco Dominik Baumann Majid Khadiv Philipp Hennig Ludovic Righetti Sebastian Trimpe 36 28 0 16 Oct 2020
Max-value Entropy Search for Multi-Objective Bayesian Optimization with Constraints Syrine Belakaria Aryan Deshwal J. Doppa 54 131 0 01 Sep 2020
Learning Search Space Partition for Black-box Optimization using Monte Carlo Tree Search Linnan Wang Rodrigo Fonseca Yuandong Tian 48 127 0 01 Jul 2020
Scalable Global Optimization via Local Bayesian Optimization Samyam Rajbhandari Michael Pearce Jacob R. Gardner Ryan D. Turner Matthias Poloczek 79 458 0 03 Oct 2019
OpenAI Gym Greg Brockman Vicki Cheung Ludwig Pettersson Jonas Schneider John Schulman Jie Tang Wojciech Zaremba OffRL ODL 181 5,056 0 05 Jun 2016
Predictive Entropy Search for Bayesian Optimization with Unknown Constraints José Miguel Hernández-Lobato M. Gelbart Matthew W. Hoffman Ryan P. Adams Zoubin Ghahramani 45 153 0 18 Feb 2015
Bayesian Optimization with Unknown Constraints M. Gelbart Jasper Snoek Ryan P. Adams 63 447 0 22 Mar 2014
Expectation Propagation for approximate Bayesian inference T. Minka 115 1,906 0 10 Jan 2013