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From Algebraic Geometry to Machine Learning

History and Overview 2021-08-02 v1 High Energy Physics - Theory Algebraic Geometry History and Philosophy of Physics

Abstract

David Mumford made groundbreaking contributions in many fields, including the pure mathematics of algebraic geometry and the applied mathematics of machine learning and artificial intelligence. His work in both fields influenced my career at several key moments.

Cite

@article{arxiv.2107.14387,
  title  = {From Algebraic Geometry to Machine Learning},
  author = {Michael R. Douglas},
  journal= {arXiv preprint arXiv:2107.14387},
  year   = {2021}
}
R2 v1 2026-06-24T04:40:25.554Z