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dependence-measure

Here are 2 public repositories matching this topic...

BenjaminRegler / tcmi

This interactive notebook includes the original implementation of total cumulative mutual information (TCMI) to reproduce the main results presented in the publication "TCMI: a non-parametric mutual-dependence estimator for multivariate continuous distributions" (DOI: 10.1007/s10618-022-00847-y) (Preprint: https://arxiv.org/abs/2001.11212).

machine-learning research information-theory feature-selection materials-science mutual-information dependence-measure

Updated Jul 30, 2022
Jupyter Notebook

berenslab / medical-shortcut-mitigation

This repository contains the code for the paper "Mitigating Shortcut Learning via Feature Disentanglement in Medical Imaging: A Benchmark Study".

disentanglement confounder latent-space-regularization shortcut-learning domain-shift dependence-measure

Updated Feb 24, 2026
Python

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