Causally Regularized Learning with Agnostic Data Selection Bias

Zheyan Shen, Peng Cui, Kun Kuang +2

Most of previous machine learning algorithms are proposed based on the i.i.d. hypothesis. However, this ideal assumption is often violated in real applications, where selection bia…