Accelerating Experimental Design by Incorporating Experimenter Hunches.

David Rubin de Celis Leal
David Rubin de Celis Leal
Murray Height
Murray Height
Mazher Mohammed
Mazher Mohammed

ICDM, pp. 257-266, 2018.

Cited by: 13|Views9
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Abstract:

Experimental design is a process of obtaining a product with target property via experimentation. Bayesian optimization offers a sample-efficient tool for experimental design when experiments are expensive. Often, expert experimenters have u0027hunchesu0027 about the behavior of the experimental system, offering potentials to further impr...More

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