Neural Network Symmetrisation in Concrete Settings

Abstract

Cornish (2024) recently gave a general theory of neural network symmetrisation in the abstract context of Markov categories. We describe these results in familiar concrete settings.

PDF NeurIPSW OpenReview Semantic Scholar

Cite

Text

Cornish. "Neural Network Symmetrisation in Concrete Settings." NeurIPS 2024 Workshops: NeurReps, 2024.

Markdown

[Cornish. "Neural Network Symmetrisation in Concrete Settings." NeurIPS 2024 Workshops: NeurReps, 2024.](https://mlanthology.org/neuripsw/2024/cornish2024neuripsw-neural/)

BibTeX

@inproceedings{cornish2024neuripsw-neural,
  title     = {{Neural Network Symmetrisation in Concrete Settings}},
  author    = {Cornish, Rob},
  booktitle = {NeurIPS 2024 Workshops: NeurReps},
  year      = {2024},
  url       = {https://mlanthology.org/neuripsw/2024/cornish2024neuripsw-neural/}
}