References
-
S. V. Kozyrev, I. A. Lopatin, A. N. Pechen, “Control of Overfitting with Physics”, Entropy, 26 (2024), 1090, arXiv: 2412.10716
  -
S. V. Kozyrev, How to explain grokking, arXiv: 2412.18624
-
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
-
I. A. Lopatin, S. V. Kozyrev, A. N. Pechen, Predator–Prey Model: Driven Hunt for Accelerated Grokking, arXiv: 2509.10562
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S. V. Kozyrev, “Action in Physics, Biology and AI”, p-Adic Numbers, Ultrametric Analysis and Applications, 17:4 (2025), 379–384 (v pechati)
Related articles:
- Control of overfitting with physics
Sergei V. Kozyrev, Ilya A. Lopatin, Alexander N. Pechen
Entropy, 2024, 26:12, 1090–16
- Generalization in learning: Eyring formula and predator-prey model
S. V. Kozyrev, I. A. Lopatin, A. N. Pechen
Lobachevskii J. Math., 2025, 46:6, 2591–2600
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