The HSIC Bottleneck: Deep Learning without Back-Propagation

Code for the paper 'Variable Selection with Copula Entropy' published on Chinese Journal of Applied Probability and Statistics

A lightweight didactic library of kernel methods using the back-end JAX.

Derivatives of Kernel methods: Theory and toy examples with Earth System Data

hyperspectral image classification method, including CNN,Transformer,Mamba

Codes used for the results in the paper: Sensitivity Analysis for a long-time clogging simulation code.

Feature extraction with Hilbert-Schmidt Independence Criterion (HSIC)

Sensitivity Analysis in space engineering using modern machine learning tools.

Source code of LightHCG model. D, Kim(2025), "LightHCG: a Lightweight yet powerful HSIC Disentanglement based Causal Glaucoma Detection Model framework", arXiv:2512.02437, pp. 1-11.

In this repo, I will be looking at how to choose the best parameters for HSIC alignment.