ICML-A Theory of Label Propagation for Subpopulation Shift

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A Theory of Label Propagation for Subpopulation Shift

                 Tianle Cai * 1 2 Ruiqi Gao * 1 2 Jason D. Lee * 1 Qi Lei * 1

             Abstract                  tees. Many of the works are based on the covariate shift as-
   One of the central problems in machine learning is       sumption (Heckman, 1979; Shimodaira, 2000), which states
   domain adaptation. Unlike past theoretical work,        that the conditional distribution of the labels (given the in-
   we consider a new model  ...

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关键词：Propagation Population ulation Theory ATION