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Annual Session of Steklov Mathematical Institute (Best results 2025)
November 18, 2025 16:55–17:10, Moscow, MIAN, room 104 		 

Физические подходы в машинном обучении

S. V. Kozyrev, I. Lopatin, A. N. Pechen
Supplementary materials:
Adobe PDF 567.6 Kb

S. V. Kozyrev, I. Lopatin, A. N. Pechen
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Supplementary materials: Kozyrev_talk.pdf (567.6 Kb)

References
  1. S. V. Kozyrev, I. A. Lopatin, A. N. Pechen, “Control of Overfitting with Physics”, Entropy, 26 (2024), 1090, arXiv: 2412.10716  mathnet  crossref
  2. S. V. Kozyrev, How to explain grokking, arXiv: 2412.18624
  3. S. V. Kozyrev, I. A. Lopatin, A. N. Pechen, “Generalization in learning: Eyring formula and predator-prey model”, Lobachevskii Journal of Mathematics, 46:6 (2025), 2591–2600  mathnet  crossref
  4. I. A. Lopatin, S. V. Kozyrev, A. N. Pechen, Predator–Prey Model: Driven Hunt for Accelerated Grokking, arXiv: 2509.10562
  5. S. V. Kozyrev, “Action in Physics, Biology and AI”, p-Adic Numbers, Ultrametric Analysis and Applications, 17:4 (2025), 379–384 (v pechati)


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