AH
Alex Hautelman
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An empirical analysis of entropy search in batch bayesian optimisation
A comprehensive study of function shape, batch size, noise level, and dimensionality impact on information-theoretic methods
Bayesian optimisation is a rapidly growing area of research that aims to identify the optimum of the black-box function, as it strategically directs the optimisation process towards promising regions. This paper provides an overview of the theoretical background used by the Entro
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