Metric Space Magnitude and Generalisation in Neural Networks

Rayna Andreeva, Katharina Limbeck, Bastian Rieck, Rik Sarkar. Metric Space Magnitude and Generalisation in Neural Networks. 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 242-253, PMLR, 2023. [doi]

@inproceedings{AndreevaLRS23,
  title = {Metric Space Magnitude and Generalisation in Neural Networks},
  author = {Rayna Andreeva and Katharina Limbeck and Bastian Rieck and Rik Sarkar},
  year = {2023},
  url = {https://proceedings.mlr.press/v221/andreeva23a.html},
  researchr = {https://researchr.org/publication/AndreevaLRS23},
  cites = {0},
  citedby = {0},
  pages = {242-253},
  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},
}