Ivan Klimov

According to our database, Ivan Klimov authored at least 3 papers in 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Can Training Dynamics of Scale-Invariant Neural Networks Be Explained by the Thermodynamics of an Ideal Gas?

Ildus Sadrtdinov, Ekaterina Lobacheva, Ivan Klimov, Mikhail I. Katsnelson, Dmitry P. Vetrov

CoRR, November, 2025

Guided Star-Shaped Masked Diffusion.

Viacheslav Meshchaninov, Egor Shibaev, Artem Makoian, Ivan Klimov, Danil Sheshenya, Andrey Malinin, Nikita Balagansky, Daniil Gavrilov, Aibek Alanov, Dmitry P. Vetrov

CoRR, October, 2025

SGD as Free Energy Minimization: A Thermodynamic View on Neural Network Training.

Ildus Sadrtdinov, Ivan Klimov, Ekaterina Lobacheva, Dmitry P. Vetrov

CoRR, May, 2025