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stat.ME2026
Evaluating Black-Box Classifiers via Stable Adaptive Two-Sample Inference
Yuchen Chen, Jing Lei
We consider the problem of evaluating black-box multi-class classifiers. In the standard setup, we observe class labels generated according to the conditi…
stat.ME2024
De-Biased Two-Sample U-Statistics With Application To Conditional Distribution Testing
Yuchen Chen, Jing Lei
In some high-dimensional and semiparametric inference problems involving two populations, the parameter of interest can be characterized by two-sample U-statistics involving some n…