entropy search

A Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization ICML 2025 Optimizing Posterior Samples for Bayesian Optimization via Rootfinding ICLR 2025 {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 NeurIPS 2022 Joint Entropy Search For Maximally-Informed Bayesian Optimization NeurIPS 2022 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 Trusted-maximizers entropy search for efficient Bayesian optimization UAI 2021 Integrals over Gaussians under Linear Domain Constraints AISTATS 2020 Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach AAAI 2020 Multi-objective Bayesian Optimization using Pareto-frontier Entropy ICML 2020 Noisy-Input Entropy Search for Efficient Robust Bayesian Optimization AISTATS 2020 Bayesian Optimization with Binary Auxiliary Information UAI 2019 Max-value Entropy Search for Multi-Objective Bayesian Optimization NeurIPS 2019 Max-value Entropy Search for Efficient Bayesian Optimization ICML 2017 Predictive Entropy Search for Multi-objective Bayesian Optimization ICML 2016 Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions NeurIPS 2015 Predictive Entropy Search for Efficient Global Optimization of Black-box Functions NeurIPS 2014 Multi-Task Bayesian Optimization NeurIPS 2013 Entropy Search for Information-Efficient Global Optimization JMLR 2012