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black-box optimization

232 papers

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Also known as

BBO

Co-occurring keywords · papers mentioning both

bayesian optimization (65) gaussian process (23) zeroth-order optimization (18) surrogate model (17) reinforcement learning (17) large language model (16) regret bound (15) acquisition function (14) hyperparameter tuning (10) hyperparameter optimization (9)

Papers

The Parallel Knowledge Gradient Method for Batch Bayesian Optimization NeurIPS 2016 Black-box optimization of noisy functions with unknown smoothness NeurIPS 2015 Model-Based Relative Entropy Stochastic Search NeurIPS 2015 Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions NeurIPS 2015 Predictive Entropy Search for Bayesian Optimization with Unknown Constraints ICML 2015 Natural Evolution Strategies JMLR 2014 Predictive Entropy Search for Efficient Global Optimization of Black-box Functions NeurIPS 2014