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predictive entropy search

7 papers

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PES

Co-occurring keywords · papers mentioning both

bayesian optimization (7) black-box optimization (5) information gain (3) entropy search (3) acquisition function (3) black-box function (2) expected improvement (2) gaussian process (2) constrained optimization (2) black-box constraint (1)

Papers

Top-k Ranking Bayesian Optimization AAAI 2021 Lookahead Bayesian Optimization with Inequality Constraints NeurIPS 2017 Max-value Entropy Search for Efficient Bayesian Optimization ICML 2017 A General Framework for Constrained Bayesian Optimization using Information-based Search JMLR 2016 Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions NeurIPS 2015 Predictive Entropy Search for Bayesian Optimization with Unknown Constraints ICML 2015 Predictive Entropy Search for Efficient Global Optimization of Black-box Functions NeurIPS 2014