conftrace_

expected improvement

34 papers

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Also known as

EI

Co-occurring keywords · papers mentioning both

bayesian optimization (29) gaussian process (15) acquisition function (15) surrogate model (6) regret bound (4) black-box optimization (4) cumulative regret (3) greedy search (2) entropy search (2) predictive entropy search (2)

Papers

Improving the Expected Improvement Algorithm NeurIPS 2017 Lookahead Bayesian Optimization with Inequality Constraints NeurIPS 2017 Regret for Expected Improvement over the Best-Observed Value and Stopping Condition ACML 2017 Bayesian optimization under mixed constraints with a slack-variable augmented Lagrangian NeurIPS 2016 Predictive Entropy Search for Bayesian Optimization with Unknown Constraints ICML 2015 Expensive Function Optimization with Stochastic Binary Outcomes ICML 2013 Algorithms for Hyper-Parameter Optimization NeurIPS 2011 Convergence Rates of Efficient Global Optimization Algorithms JMLR 2011 Active Preference Learning with Discrete Choice Data NeurIPS 2007