Sequential- and Parallel- Constrained Max-value Entropy Search via
Information Lower Bound

Sequential- and Parallel- Constrained Max-value Entropy Search via Information Lower Bound

19 February 2021

Shion Takeno

Masayuki Karasuyama

Papers citing "Sequential- and Parallel- Constrained Max-value Entropy Search via Information Lower Bound"

15 / 15 papers shown

Title
Pareto-frontier Entropy Search with Variational Lower Bound Maximization Masanori Ishikura Masayuki Karasuyama 57 0 0 31 Jan 2025
Constrained Multi-objective Bayesian Optimization through Optimistic Constraints Estimation Diantong Li Fengxue Zhang Chong Liu Yuxin Chen 134 0 0 06 Nov 2024
Regret Analysis for Randomized Gaussian Process Upper Confidence Bound Shion Takeno Yu Inatsu Masayuki Karasuyama 35 0 0 02 Sep 2024
Robust Entropy Search for Safe Efficient Bayesian Optimization D. Weichert Alexander Kister Sebastian Houben Patrick Link G. Ernis AAML 55 0 0 29 May 2024
Constrained Bayesian Optimization Under Partial Observations: Balanced Improvements and Provable Convergence Shengbo Wang Ke Li 11 11 0 06 Dec 2023
A General Framework for User-Guided Bayesian Optimization Carl Hvarfner Frank Hutter Luigi Nardi GP 33 11 0 24 Nov 2023
Posterior Sampling-Based Bayesian Optimization with Tighter Bayesian Regret Bounds Shion Takeno Yu Inatsu Masayuki Karasuyama Ichiro Takeuchi 26 6 0 07 Nov 2023
Constrained Bayesian Optimization with Adaptive Active Learning of Unknown Constraints Fengxue Zhang Zejie Zhu Yuxin Chen 23 2 0 12 Oct 2023
Randomized Gaussian Process Upper Confidence Bound with Tighter Bayesian Regret Bounds Shion Takeno Yu Inatsu Masayuki Karasuyama 28 13 0 03 Feb 2023
Joint Entropy Search for Multi-objective Bayesian Optimization Ben Tu Axel Gandy N. Kantas B. Shafei 14 38 0 06 Oct 2022
Joint Entropy Search for Maximally-Informed Bayesian Optimization Carl Hvarfner Frank Hutter Luigi Nardi 28 36 0 09 Jun 2022
$$\{\text{PF}\}^2$ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization$ $\{\text{PF}\}^2$ ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization Jixiang Qing Henry B. Moss T. Dhaene Ivo Couckuyt 13 3 0 11 Apr 2022
Bayesian Optimization for Cascade-type Multi-stage Processes Shunya Kusakawa Shion Takeno Yu Inatsu Kentaro Kutsukake S. Iwazaki Takashi Nakano T. Ujihara Masayuki Karasuyama Ichiro Takeuchi 20 18 0 16 Nov 2021
Mean-Variance Analysis in Bayesian Optimization under Uncertainty S. Iwazaki Yu Inatsu Ichiro Takeuchi 18 33 0 17 Sep 2020
Max-value Entropy Search for Efficient Bayesian Optimization Zi Wang Stefanie Jegelka 110 403 0 06 Mar 2017