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stat.ME2023
Total Variation Floodgate for Variable Importance Inference in Classification
Wenshuo Wang, Lucas Janson, Lihua Lei +1
Inferring variable importance is the key problem of many scientific studies, where researchers seek to learn the effect of a feature on the outcome in the presence of confo…
stat.ME2022★ 1 cited
Surrogate-based global sensitivity analysis with statistical guarantees via floodgate
Massimo Aufiero, Lucas Janson
Computational models are utilized in many scientific domains to simulate complex systems. Sensitivity analysis is an important practice to aid our understanding of the mechanics of…