Capacity of Group-invariant Linear Readouts from Equivariant Representations: How Many Objects can be Linearly Classified Under All Possible Views?

Matthew Farrell, Blake Bordelon, Shubhendu Trivedi, Cengiz Pehlevan. Capacity of Group-invariant Linear Readouts from Equivariant Representations: How Many Objects can be Linearly Classified Under All Possible Views?. In The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022. OpenReview.net, 2022. [doi]

@inproceedings{FarrellBTP22,
  title = {Capacity of Group-invariant Linear Readouts from Equivariant Representations: How Many Objects can be Linearly Classified Under All Possible Views?},
  author = {Matthew Farrell and Blake Bordelon and Shubhendu Trivedi and Cengiz Pehlevan},
  year = {2022},
  url = {https://openreview.net/forum?id=_4GFbtOuWq-},
  researchr = {https://researchr.org/publication/FarrellBTP22},
  cites = {0},
  citedby = {0},
  booktitle = {The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022},
  publisher = {OpenReview.net},
}