conftrace_

expected improvement

30 papers

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Also known as

EI

Co-occurring keywords

bayesian optimization (624) acquisition function (129) gaussian process (1200) surrogate model (181) regret bound (1926) black-box optimization (183) greedy search (18) multi-step lookahead (4) kernel methods (1097) density ratio estimation (48)

Papers

Predictive Entropy Search for Bayesian Optimization with Unknown Constraints ICML 2015
Expensive Function Optimization with Stochastic Binary Outcomes ICML 2013
Convergence Rates of Efficient Global Optimization Algorithms JMLR 2011
Algorithms for Hyper-Parameter Optimization NIPS 2011
Active Preference Learning with Discrete Choice Data NIPS 2007