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Home/Authors/Jade Lejeune Herman

Jade Lejeune Herman

1 indexed paper

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26

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Frequent co-authors

Arno Strouwen1×
Johan A. K. Suykens1×
Peter Goos1×

Research Timeline

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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Papers

stat.MLcs.LGEmpiricalRecentJul 18, 2026

Deep Adaptive Bayesian Screening

Jade Lejeune Herman, Arno Strouwen, Johan A. K. Suykens, Peter Goos

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 Experime…

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