The HSIC Bottleneck: Deep Learning without Back-Propagation
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Dec 13, 2020 - Python
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hsic
Here are 10 public repositories matching this topic...
Code for the paper 'Variable Selection with Copula Entropy' published on Chinese Journal of Applied Probability and Statistics
variable-importance variable-selection feature-selection feature-engineering hsic mutual-information distance-correlation copula-entropy
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May 9, 2022 - R
A lightweight didactic library of kernel methods using the back-end JAX.
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Mar 8, 2023 - Jupyter Notebook
hyperspectral image classification method, including CNN,Transformer,Mamba
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May 18, 2025 - Python
Derivatives of Kernel methods: Theory and toy examples with Earth System Data
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Oct 9, 2020 - Jupyter Notebook
Codes used for the results in the paper: Sensitivity Analysis for a long-time clogging simulation code.
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Jun 13, 2024 - Jupyter Notebook
In this repo, I will be looking at how to choose the best parameters for HSIC alignment.
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May 9, 2020 - Jupyter Notebook
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.
deep-learning representation-learning hsic retinal-fundus-images glaucoma-detection glaucoma-diagnosis causal-discovery causal-representation-learning
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Dec 3, 2025 - Python
Sensitivity Analysis in space engineering using modern machine learning tools.
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Jun 17, 2025 - Jupyter Notebook
Feature extraction with Hilbert-Schmidt Independence Criterion (HSIC)
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Mar 9, 2022 - MATLAB
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