Recursive binary partitioning enables Bayesian optimization with linear time complexity and superior performance on test functions up to 124 dimensions.
Using trajec- tory data to improve Bayesian optimization for reinforcement learning.Journal of Machine Learning Research, 2014
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Bayesian Optimization in Linear Time
Recursive binary partitioning enables Bayesian optimization with linear time complexity and superior performance on test functions up to 124 dimensions.