Search dblp for Publications

export results for "Scalars are universal: Equivariant machine learning, structured like classical physics."

 download as .bib file

@inproceedings{DBLP:conf/nips/VillarHSYB21,
  author       = {Soledad Villar and
                  David W. Hogg and
                  Kate Storey{-}Fisher and
                  Weichi Yao and
                  Ben Blum{-}Smith},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Scalars are universal: Equivariant machine learning, structured like
                  classical physics},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {28848--28863},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/f1b0775946bc0329b35b823b86eeb5f5-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/VillarHSYB21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06610,
  author       = {Soledad Villar and
                  David W. Hogg and
                  Kate Storey{-}Fisher and
                  Weichi Yao and
                  Ben Blum{-}Smith},
  title        = {Scalars are universal: Gauge-equivariant machine learning, structured
                  like classical physics},
  journal      = {CoRR},
  volume       = {abs/2106.06610},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.06610},
  eprinttype    = {arXiv},
  eprint       = {2106.06610},
  timestamp    = {Tue, 15 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-06610.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
a service of  Schloss Dagstuhl - Leibniz Center for Informatics