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Home · Changes

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added local editing hints authored Dec 12, 2019 by Maximilian Idahl's avatar Maximilian Idahl
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|-----|------|----|
|Interpretable ML: A Guide for Making Black Box Models Explainable.|Molnar|[link](https://christophm.github.io/interpretable-ml-book/)|
|Limitations of Interpretable Machine Learning Methods|LMU seminar|[link](https://compstat-lmu.github.io/iml_methods_limitations/)|
## Editing & browsing this wiki locally using vscode:
* clone wiki:
```
git clone git@git.l3s.uni-hannover.de:anand/interpretability.wiki.git
cd interpretability.wiki
```
* install vscode extension yzhang.markdown-all-in-one
* install vscode extension goessner.mdmath
* go to user settings, search for mdmath and set Delimiters to 'gitlab'
* The vscode markdown preview should now render according to the gitlab markdown standard
* commit and push changes using git
* images can be put into the `uploads` folder and refered to as `./uploads/image.png`
Clone repository
  • Concept based Explanations
  • Interpretability By Design
  • Limitations of Interpretability
  • Neurips 2019 Interpretability Roundup
  • On the (In)fidelity and Sensitivity of Explanations
  • Re inforcement Learning for NLP and Text
  • Tutorials and Introductory remarks
  • Visualizing and Measuring the Geometry of BERT
  • a benchmark for interpretability methods in deep neural networks
  • bam
  • explanations can be manipulated and geometry is to blame
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