Learning Regions of Interest for Bayesian Optimization with Adaptive Level-Set Estimation

25 July 2023

Papers citing "Learning Regions of Interest for Bayesian Optimization with Adaptive Level-Set Estimation"

9 / 9 papers shown

Title
Constrained Multi-objective Bayesian Optimization through Optimistic Constraints Estimation Diantong Li Fengxue Zhang Chong Liu Yuxin Chen 42 0 0 06 Nov 2024
Optimistic Games for Combinatorial Bayesian Optimization with Application to Protein Design Melis Ilayda Bal Pier Giuseppe Sessa Mojmír Mutný Andreas Krause 18 0 0 27 Sep 2024
Variational Search Distributions Daniel M. Steinberg Rafael Oliveira Cheng Soon Ong Edwin V. Bonilla 24 0 0 10 Sep 2024
No-Regret Learning of Nash Equilibrium for Black-Box Games via Gaussian Processes Minbiao Han Fengxue Zhang Yuxin Chen 19 2 0 14 May 2024
Transition Constrained Bayesian Optimization via Markov Decision Processes Jose Pablo Folch Calvin Tsay Robert M. Lee B. Shafei Weronika Ormaniec Andreas Krause Mark van der Wilk Ruth Misener Mojmír Mutný 30 3 0 13 Feb 2024
Constrained Bayesian Optimization with Adaptive Active Learning of Unknown Constraints Fengxue Zhang Zejie Zhu Yuxin Chen 10 2 0 12 Oct 2023
Re-Examining Linear Embeddings for High-Dimensional Bayesian Optimization Benjamin Letham Roberto Calandra Akshara Rai E. Bakshy 56 108 0 31 Jan 2020
Max-value Entropy Search for Efficient Bayesian Optimization Zi Wang Stefanie Jegelka 104 357 0 06 Mar 2017
Truncated Variance Reduction: A Unified Approach to Bayesian Optimization and Level-Set Estimation Ilija Bogunovic Jonathan Scarlett Andreas Krause V. Cevher 46 81 0 24 Oct 2016