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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