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Weisfeiler-Leman for Euclidean Equivariant Machine Learning

Weisfeiler-Leman for Euclidean Equivariant Machine Learning

Valence Labs via YouTube Direct link

- PPGN

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- PPGN

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Weisfeiler-Leman for Euclidean Equivariant Machine Learning

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  1. 1 - Intro + Background
  2. 2 - WL for Euclidean Equivariant ML
  3. 3 - Simulation of 2-WL via PPGN
  4. 4 - PPGN
  5. 5 - Weighted Summation Is All You Need
  6. 6 - WeLNet
  7. 7 - Experiments
  8. 8 - Conclusions
  9. 9 - Q+A

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