conftrace_

histogram binning

5 papers

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Also known as

HB

Co-occurring keywords · papers mentioning both

probability calibration (3) platt scaling (2) calibration error (2) multi-class classification (2) calibration guarantee (1) uniform-mass binning (1) nlp classifier (1) multi-class calibration (1) posterior calibration (1) order statistic (1)

Papers

Platt-Bin: Efficient Posterior Calibrated Training for NLP Classifiers ACL 2022 Top-label calibration and multiclass-to-binary reductions ICLR 2022 Distribution-Free Calibration Guarantees for Histogram Binning without Sample Splitting ICML 2021 Multi-Class Uncertainty Calibration via Mutual Information Maximization-based Binning ICLR 2021 Verified Uncertainty Calibration NeurIPS 2019