black-box optimization

182 papers

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Also known as

BBOB BBO

Co-occurring keywords

bayesian optimization (623) gaussian process (1198) zeroth-order optimization (101) regret bound (1918) surrogate model (181) large language model (12755) acquisition function (129) reinforcement learning (4122) hyperparameter optimization (405) adversarial attack (1599)

Papers

The Parallel Knowledge Gradient Method for Batch Bayesian Optimization NIPS 2016

Black-box optimization of noisy functions with unknown smoothness NIPS 2015

Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions NIPS 2015

Model-Based Relative Entropy Stochastic Search NIPS 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 NIPS 2014