Accelerating Experimental Design by Incorporating Experimenter Hunches.
ICDM, pp. 257-266, 2018.
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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