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surrogate model

232 papers

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Co-occurring keywords · papers mentioning both

bayesian optimization (56) gaussian process (32) hyperparameter optimization (30) acquisition function (17) black-box optimization (17) neural network (15) adversarial attack (14) neural architecture search (13) active learning (13) partial differential equation (12)

Papers

Bayesian optimization under mixed constraints with a slack-variable augmented Lagrangian NeurIPS 2016 Model-Based Relative Entropy Stochastic Search NeurIPS 2015 Scalable Bayesian Optimization Using Deep Neural Networks ICML 2015 Bayesian Optimization with Inequality Constraints ICML 2014 Optimizing Instructional Policies NeurIPS 2013 A Surrogate Modeling and Adaptive Sampling Toolbox for Computer Based Design JMLR 2010 Evolutionary Model Type Selection for Global Surrogate Modeling JMLR 2009