Conformal C2ST turns any classifier's ranking scores into exact or asymptotic p-values, giving a two-sample test whose validity does not depend on classifier quality and whose power tracks the classifier's AUC.
Conditional diffusions for amortized neural posterior estimation
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Conformal C2ST: Turning weak classifiers into strong two-sample tests
Conformal C2ST turns any classifier's ranking scores into exact or asymptotic p-values, giving a two-sample test whose validity does not depend on classifier quality and whose power tracks the classifier's AUC.