/interpretable_stability

Interpretable stability bounds for spectral graph filters (ICML 2021)

Primary LanguageJupyter NotebookMIT LicenseMIT

Interpretable Stability Bounds for Spectral Graph Filters

Install

Install packages from requirements.txt.

Pygsp needs to be install from github because the pip install version generates KNN graphs differently.

pip install git+https://github.com/epfl-lts2/pygsp.git

Add repo to pythonpath export PYTHONPATH=$PYTHONPATH:$(pwd)

Cite

@inproceedings{kenlay2021interpretable,
  title={Interpretable stability bounds for spectral graph filters},
  author={Kenlay, Henry and Thanou, Dorina and Dong, Xiaowen},
  booktitle={International Conference on Machine Learning},
  pages={5388--5397},
  year={2021},
  organization={PMLR}
}