Counterfactually Comparing Abstaining Classifiers

Counterfactually Comparing Abstaining Classifiers

We develop a statistical inference approach for counterfactually evaluating and comparing abstaining classifiers using nonparametric causal inference. Published in NeurIPS.

December 2023 · Yo Joong Choe, Aditya Gangrade, Aaditya Ramdas