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1. ece-kde ece-kde Public

   Codebase for "A Consistent and Differentiable Lp Canonical Calibration Error Estimator", published at NeurIPS 2022.

   Python 14 1

2. proper-calibration-error proper-calibration-error Public

   Codebase for "Consistent and Asymptotically Unbiased Estimation of Proper Calibration Errors", published at AISTATS 2024.

   Jupyter Notebook 3

3. calibration-object-detection calibration-object-detection Public

   Codebase for "Beyond Classification: Definition and Density-based Estimation of Calibration in Object Detection", published at WACV 2024.

   Python 6

4. calibration_and_bias calibration_and_bias Public

   Codebase for "On the relationship between calibrated predictors and unbiased volume estimation" (MICCAI 2021).

   Python 8 1

5. confidence-intervals confidence-intervals Public

   Official code repository for "Distribution-Independent Confidence Intervals for the Eigendecomposition of Covariance Matrices via the Eigenvalue-Eigenvector Identity" (ICML 2021 Workshop on Distrib…

   Python 5

6. explanatory-guided-learning explanatory-guided-learning Public

   Codebase for “Machine Guides, Human Supervises: Interactive Learning with Global Explanations”.

   Python 4 1