Birth date: 2.06.2001
Keywords: Clifford algebra, geometric algebra, Lie groups, spin groups, equivariant neural networks, geometric deep learning, mathematical physics
MSC: 15A66, 11E88, 68T01

Subject:

Clifford algebra, geometric algebra, neural networks

Main publications:

1. E. Filimoshina, D. Shirokov, “On generalization of Lipschitz groups and spin groups”, Mathematical Methods in the Applied Sciences, 47:3 (2024), 1375–1400
2. E. Filimoshina, D. Shirokov, “GLGENN: A Novel Parameter-Light Equivariant Neural Networks Architecture Based on Clifford Geometric Algebras”, Proceedings of the 42nd International Conference on Machine Learning (ICML, Vancouver, Canada, July 13 – 19, 2025), 2025

Publications

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Organisations:

• National Research University Higher School of Economics
• National Research University Higher School of Economics