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there are papers about "distance correlation analysis" where they solve a CCA like problem, but using Dcorr like ideas. same for HSIC.
http://proceedings.mlr.press/v28/chang13.pdf
http://proceedin…
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Hi, I am very interested in this work on HSIC with noisy labels, and I look forward to your updating.
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# Fast Bandwidth selection for SVM classifier with sample weight - Rui Miao's Tech Blog
\( \newcommand{\bx}{{\bf x}} \newcommand{\bw}{{\bf w}} \newcommand{\bK}{{\bf K}} \newcommand{\bL}{{\bf L}} \new…
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- [ ] Add MGC and Adaptive Hsic (https://projecteuclid.org/journals/annals-of-statistics/volume-50/issue-2/Adaptive-test-of-independence-based-on-HSIC-measures/10.1214/21-AOS2129.short), and http://dx…
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There are few explanatory variables, so bug occurs. Please fix it!
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**Describe the bug**
Running the PC algorithm with CITest='gaussian' works. However, the code crashes when using CITest='hsic_gamma'. The exact same problem occurs when using CITest='hsic_perm', CI…
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**Is your feature request related to a problem? Please describe.**
**Describe the solution you'd like**
**Describe alternatives you've considered**
**Additional context (e.g. screenshot…
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Thanks for your amazing work. When I try the demo in ipynb, it raises the error:
```
No module named 'xplique.attributions.sobol'
```
It seems that the latest `xplique` version doesn't support…
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Hello,
The API webpage ([here](https://openturns.github.io/openturns/latest/user_manual/user_manual.html)) of the documentation is often very helpful to quickly find existing algorithms. However, t…
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Hi,
Thanks a lot for making this HSIC independence test package available!
I have python 3.6.1 on a windows machine. I tried "pip install kerpy" but ended with an error message:
Could not f…