conftrace_

acquisition function

129 papers

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Also known as

AF

Co-occurring keywords

bayesian optimization (624) gaussian process (1200) active learning (1301) expected improvement (30) multi-objective optimization (364) surrogate model (181) hyperparameter optimization (406) black-box optimization (183) entropy search (18) regret bound (1926)

Papers

Bayesian Optimization with Inequality Constraints ICML 2014
Bayesian Multi-Scale Optimistic Optimization AISTATS 2014
Predictive Entropy Search for Efficient Global Optimization of Black-box Functions NIPS 2014
Multi-Task Bayesian Optimization NIPS 2013