conftrace_

acquisition function

161 papers

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Also known as

AF

Co-occurring keywords · papers mentioning both

bayesian optimization (112) gaussian process (51) active learning (34) hyperparameter optimization (18) surrogate model (17) expected improvement (15) multi-objective optimization (14) regret bound (14) black-box optimization (14) entropy search (12)

Papers

High Dimensional Bayesian Optimization with Elastic Gaussian Process ICML 2017 Multi-Information Source Optimization NeurIPS 2017 Regret for Expected Improvement over the Best-Observed Value and Stopping Condition ACML 2017 A General Framework for Constrained Bayesian Optimization using Information-based Search JMLR 2016 Batch Bayesian Optimization via Local Penalization AISTATS 2016 Minimum Regret Search for Single- and Multi-Task Optimization ICML 2016 Predictive Entropy Search for Multi-objective Bayesian Optimization ICML 2016 Bayesian Multi-Scale Optimistic Optimization AISTATS 2014 Bayesian Optimization with Inequality Constraints ICML 2014 Predictive Entropy Search for Efficient Global Optimization of Black-box Functions NeurIPS 2014 Multi-Task Bayesian Optimization NeurIPS 2013