Mathematical Foundations of Geometric Deep Learning

Haitz Sáez de Ocáriz Borde; Michael Bronstein

Mathematical Foundations of Geometric Deep Learning

Machine Learning 2025-08-06 v1 Artificial Intelligence

Authors: Haitz Sáez de Ocáriz Borde , Michael Bronstein

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Abstract

We review the key mathematical concepts necessary for studying Geometric Deep Learning.

Cite

@article{arxiv.2508.02723,
  title  = {Mathematical Foundations of Geometric Deep Learning},
  author = {Haitz Sáez de Ocáriz Borde and Michael Bronstein},
  journal= {arXiv preprint arXiv:2508.02723},
  year   = {2025}
}

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78 pages

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