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prediction set size

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conformal prediction (4) deep classifier (2) markovian data (1) quantile of conformity scores (1) coverage gap (1) k-split cp (1) learning bound (1) coverage guarantee (1) conditional coverage (1) temperature scaling (1)

Papers

Conformal Prediction for Partial Label Learning AAAI 2025 Direct Prediction Set Minimization via Bilevel Conformal Classifier Training ICML 2025 On Temperature Scaling and Conformal Prediction of Deep Classifiers ICML 2025 Conformal Predictions under Markovian Data ICML 2024