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11/30/2015
A General Framework for Constrained Bayesian Optimization using Information-based Search
We present an information-theoretic framework for solving global black-b...
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02/18/2015
Predictive Entropy Search for Bayesian Optimization with Unknown Constraints
Unknown constraints arise in many types of expensive black-box optimizat...
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03/22/2014
Bayesian Optimization with Unknown Constraints
Recent work on Bayesian optimization has shown its effectiveness in glob...
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02/05/2014
