Nikita Balabin

According to our database, Nikita Balabin authored at least 5 papers between 2022 and 2024.

Collaborative distances:

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

2024

Disentanglement Learning via Topology.

Nikita Balabin, Daria Voronkova, Ilya Trofimov, Evgeny Burnaev, Serguei Barannikov

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Learning topology-preserving data representations.

Ilya Trofimov, Daniil Cherniavskii, Eduard Tulchinskii, Nikita Balabin, Evgeny Burnaev, Serguei Barannikov

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Data-Driven Short-Term Daily Operational Sea Ice Regional Forecasting.

Timofey Grigoryev, Polina Verezemskaya, Mikhail Krinitskiy, Nikita Anikin, Alexander Gavrikov, Ilya Trofimov, Nikita Balabin, Aleksei Shpilman, Andrei Eremchenko, Sergey Gulev, Evgeny Burnaev, Vladimir Vanovskiy

Remote. Sens., 2022

Representation Topology Divergence: A Method for Comparing Neural Network Representations.

Serguei Barannikov, Ilya Trofimov, Nikita Balabin, Evgeny Burnaev

Proceedings of the International Conference on Machine Learning, 2022

Transfer learning for ensembles: reducing computation time and keeping the diversity.

Ilya Shashkov, Alexey Zaytsev, Nikita Balabin, Evgeny Burnaev

Proceedings of the 5th International Conference on Artificial Intelligence and Pattern Recognition, 2022