cvlab-epfl / zigzag Star 10 Code Issues Pull requests Official code for "ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference" (TMLR 2024) computer-vision deep-learning neural-network pytorch uncertainty bayesian-inference uncertainty-quantification uncertainty-estimation icml robustness tmlr tmlr-2024 icml-2024 Updated May 21, 2024 Jupyter Notebook
aai-institute / re-classwise-shapley Star 2 Code Issues Pull requests Code for the reproduction of Class-wise Shapley paper from Schoch, Xu, Ji [2022]. machine-learning shapley-value classification-algorithms paper-reproduction data-valuation transferlab tmlr-2024 Updated Jun 30, 2024 TeX
lamansilla / DIPDI-Biases Star 0 Code Issues Pull requests Demographically-Informed Prediction Discrepancy Index: Early Warnings of Demographic Biases for Unlabeled Populations machine-learning bias-detection demographic-bias tmlr-2024 Updated Feb 26, 2024 Jupyter Notebook