2 papers
stat.ME2026
Constructing Large Orthogonal Minimally Aliased Response Surface Designs Through Enumeration and Combination of Weighing Designs
Jade Lejeune Herman, Peter Goos
Advances in automation and high-throughput experimentation have enabled larger and more complex studies involving many factors and tests, creating a growing demand for computationa…
stat.ML2026
Deep Adaptive Bayesian Screening
Jade Lejeune Herman, Arno Strouwen, Johan A. K. Suykens +1
We introduce Deep Adaptive Bayesian Screening (DABS), a method for performing adaptive factorial screening in high-dimensional discrete design spaces. DABS learns a policy network…