SSP-BayesOpt is a sample, memory, and time efficient Bayesian Optimization algorithm. The algorithm can be applied to non-linear optimization, experiment design, informative action selection, and bandit problems.
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Efficient Bayesian Optimization with Spatial Semantic Pointers
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