conftrace_

entropy search

18 papers

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Also known as

ES

Co-occurring keywords

bayesian optimization (624) acquisition function (129) gaussian process (1200) multi-objective optimization (364) information gain (93) black-box optimization (183) predictive entropy search (6) max-value entropy search (5) hyperparameter tuning (215) global optimization (151)

Papers

{PF}$^2$ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization AISTATS 2023
Bayesian quantile and expectile optimisation UAI 2022
Generalizing Bayesian Optimization with Decision-theoretic Entropies NIPS 2022
Joint Entropy Search For Maximally-Informed Bayesian Optimization NIPS 2022
Trusted-maximizers entropy search for efficient Bayesian optimization UAI 2021
An Information-Theoretic Framework for Unifying Active Learning Problems AAAI 2021
Bayesian Algorithm Execution: Estimating Computable Properties of Black-box Functions Using Mutual Information ICML 2021
Multi-objective Bayesian Optimization using Pareto-frontier Entropy ICML 2020
Integrals over Gaussians under Linear Domain Constraints AISTATS 2020
Noisy-Input Entropy Search for Efficient Robust Bayesian Optimization AISTATS 2020
Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach AAAI 2020
Bayesian Optimization with Binary Auxiliary Information UAI 2019
Max-value Entropy Search for Multi-Objective Bayesian Optimization NIPS 2019
Max-value Entropy Search for Efficient Bayesian Optimization ICML 2017
Predictive Entropy Search for Multi-objective Bayesian Optimization ICML 2016
Predictive Entropy Search for Efficient Global Optimization of Black-box Functions NIPS 2014
Multi-Task Bayesian Optimization NIPS 2013
Entropy Search for Information-Efficient Global Optimization JMLR 2012