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reliability diagram

5 papers

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Co-occurring keywords · papers mentioning both

calibration error (2) binary classification (2) probabilistic classification (1) probabilistic predictor (1) negative log-likelihood (1) calibration plot (1) miscalibration metric (1) cumulative difference (1) statistical test (1) expected calibration error (1)

Papers

Reassessing How to Compare and Improve the Calibration of Machine Learning Models ICLR 2025 Smooth ECE: Principled Reliability Diagrams via Kernel Smoothing ICLR 2024 TCE: A Test-Based Approach to Measuring Calibration Error UAI 2023 Metrics of Calibration for Probabilistic Predictions JMLR 2022 Evaluating model calibration in classification AISTATS 2019