Teodora Popordanoska

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

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

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

confidence-intervals. Official code repository for "Distribution-Independent Confidence Intervals for the Eigendecomposition of Covariance Matrices via the Eigenvalue-Eigenvector Identity" (ICML 2021 Workshop on Distribution-Free Uncertainty Quantification).

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

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

label-shift-calibration. Codebase for "LaSCal: Label-Shift Calibration without target labels", published at NeurIPS 2024.