8 citations · 10 across the 2 of their papers we have counts for
3 papers
cs.NE2025
Predator-Prey Model: Driven Hunt for Accelerated Grokking
I. A. Lopatin, S. V. Kozyrev, A. N. Pechen
A machine learning method is proposed using two agents (representing two coupled replicas of the model parameters) that simulate the biological behavior of a predator and a prey. I…
cs.LG2024★ 2 cited
Control of Overfitting with Physics
Sergei V. Kozyrev, Ilya A Lopatin, Alexander N Pechen
While there are many works on the applications of machine learning, not so many of them are trying to understand the theoretical justifications to explain their efficiency. In this…
quant-ph2021★ 8 cited
Quantum feedback control in quantum photosynthesis
S. V. Kozyrev, A. N. Pechen
A model of charge separation in quantum photosynthesis as a model of quantum feedback control in a system of interacting excitons and vibrons is introduced. Quantum feedback in thi…