12 citations · 16 across the 5 of their papers we have counts for
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cs.LG2022★ 3 cited
Neural Causal Models for Counterfactual Identification and Estimation
Kevin Xia, Yushu Pan, Elias Bareinboim
Evaluating hypothetical statements about how the world would be had a different course of action been taken is arguably one key capability expected from modern AI systems. Counterf…
cs.CV2022
Causal Transportability for Visual Recognition
Chengzhi Mao, Kevin Xia, James Wang +4
Visual representations underlie object recognition tasks, but they often contain both robust and non-robust features. Our main observation is that image classifiers may perform poo…