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stat.ML2024
A Generative Approach to Quasi-Random Sampling from Copulas via Space-Filling Designs
Sumin Wang, Chenxian Huang, Yongdao Zhou +1
Exploring the dependence between covariates across distributions is crucial for many applications. Copulas serve as a powerful tool for modeling joint variable dependencies and hav…
stat.ML2023
Fast Approximation of the Shapley Values Based on Order-of-Addition Experimental Designs
Liuqing Yang, Yongdao Zhou, Haoda Fu +2
Shapley value is originally a concept in econometrics to fairly distribute both gains and costs to players in a coalition game. In the recent decades, its application has been exte…