38 citations · 74 across the 5 of their papers we have counts for
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cs.LG2022★ 7 cited
Quantitative probing: Validating causal models using quantitative domain knowledge
Daniel Grünbaum, Maike L. Stern, Elmar W. Lang
We present quantitative probing as a model-agnostic framework for validating causal models in the presence of quantitative domain knowledge. The method is constructed as an analogu…
cs.LG2020★ 29 cited
Parameterized Reinforcement Learning for Optical System Optimization
Heribert Wankerl, Maike L. Stern, Ali Mahdavi +2
Designing a multi-layer optical system with designated optical characteristics is an inverse design problem in which the resulting design is determined by several discrete and cont…