Web: http://arxiv.org/abs/2209.08860

Sept. 22, 2022, 1:12 a.m. | Zongyu Li, Zhenfeng Zhu, Zhenyu Guo

cs.LG updates on arXiv.org arxiv.org

The concept of causality plays an important role in human cognition . In the
past few decades, causal inference has been well developed in many fields, such
as computer science, medicine, economics, and education. With the advancement
of deep learning techniques, it has been increasingly used in causal inference
against counterfactual data. Typically, deep causal models map the
characteristics of covariates to a representation space and then design various
objective optimization functions to estimate counterfactual data unbiasedly
based on the …

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