# Neural Network Symmetrisation in Concrete Settings

arXiv: https://arxiv.org/abs/2412.09469 · HTML: https://mlsanity.com/paper/2412.09469/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- First posted on arXiv 12 Dec 2024.

## Abstract (arXiv)

Cornish (2024) recently gave a general theory of neural network symmetrisation in the abstract context of Markov categories. We give a high-level overview of these results, and their concrete implications for the symmetrisation of deterministic functions and of Markov kernels.