Johan A. K. Suykens
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2026
Deep Adaptive Bayesian Screening
This paper introduces Deep Adaptive Bayesian Screening (DABS), a method for adaptive factorial screening in high-dimensional discrete design spaces using a policy network and Bayesian Optimal Experimental Design.
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