A Geometric Insight into Equivariant Message Passing Neural Networks on Riemannian Manifolds

Ilyes Batatia. A Geometric Insight into Equivariant Message Passing Neural Networks on Riemannian Manifolds. In Timothy Doster, Tegan Emerson, Henry Kvinge, Nina Miolane, Mathilde Papillon, Bastian Rieck, Sophia Sanborn, editors, Topological, Algebraic and Geometric Learning Workshops 2023, 28 July 2023, Honolulu, HI, USA. Volume 221 of Proceedings of Machine Learning Research, pages 426-436, PMLR, 2023. [doi]

@inproceedings{Batatia23,
  title = {A Geometric Insight into Equivariant Message Passing Neural Networks on Riemannian Manifolds},
  author = {Ilyes Batatia},
  year = {2023},
  url = {https://proceedings.mlr.press/v221/batatia23a.html},
  researchr = {https://researchr.org/publication/Batatia23},
  cites = {0},
  citedby = {0},
  pages = {426-436},
  booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July 2023, Honolulu, HI, USA},
  editor = {Timothy Doster and Tegan Emerson and Henry Kvinge and Nina Miolane and Mathilde Papillon and Bastian Rieck and Sophia Sanborn},
  volume = {221},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}