4 citations · 7 across the 3 of their papers we have counts for
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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…
q-bio.PE2024★ 4 cited
Lotka-Volterra Model with Mutations and Generative Adversarial Networks
S. V. Kozyrev
A model of population genetics of the Lotka-Volterra type with mutations on a statistical manifold is introduced. Mutations in the model are described by diffusion on a statistical…