conftrace_

black-box function

31 papers

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Co-occurring keywords

bayesian optimization (624) gaussian process (1200) black-box optimization (183) acquisition function (129) global optimization (151) regret bound (1926) active learning (1301) information gain (93) surrogate model (181) cumulative regret (39)

Papers

Active Multi-Information Source Bayesian Quadrature UAI 2019
Bayesian Optimization of Combinatorial Structures ICML 2018
High Dimensional Bayesian Optimization with Elastic Gaussian Process ICML 2017
A Strategy for Ranking Optimization Methods using Multiple Criteria AUTOML 2016
Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions NIPS 2015
Predictive Entropy Search for Efficient Global Optimization of Black-box Functions NIPS 2014