English

Is deep learning a useful tool for the pure mathematician?

Representation Theory 2023-05-29 v2 Machine Learning Algebraic Geometry Combinatorics

Abstract

A personal and informal account of what a pure mathematician might expect when using tools from deep learning in their research.

Keywords

Cite

@article{arxiv.2304.12602,
  title  = {Is deep learning a useful tool for the pure mathematician?},
  author = {Geordie Williamson},
  journal= {arXiv preprint arXiv:2304.12602},
  year   = {2023}
}

Comments

16 pp, v2: clarified some points, final version

R2 v1 2026-06-28T10:16:47.127Z