Nikita Balabin

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 9

Top Topics

Transfer Learning

Short And Long Term

Topology Preservation

Classifier Ensemble

Top Venues

Publications

Ilya Trofimov, Daniil Cherniavskii, Eduard Tulchinskii, Nikita Balabin, Evgeny Burnaev, Serguei Barannikov
Learning topology-preserving data representations. ICLR (2023)
Nikita Balabin, Daria Voronkova, Ilya Trofimov, Evgeny Burnaev, Serguei Barannikov
Disentanglement Learning via Topology. CoRR (2023)
Ilya Trofimov, Daniil Cherniavskii, Eduard Tulchinskii, Nikita Balabin, Evgeny Burnaev, Serguei Barannikov
Learning Topology-Preserving Data Representations. CoRR (2023)
Serguei Barannikov, Ilya Trofimov, Nikita Balabin, Evgeny Burnaev
Representation Topology Divergence: A Method for Comparing Neural Network Representations. CoRR (2022)
Timofey Grigoryev, Polina Verezemskaya, Mikhail Krinitskiy, Nikita Anikin, Alexander Gavrikov, Ilya Trofimov, Nikita Balabin, Aleksei Shpilman, Andrei Eremchenko, Sergey Gulev, Evgeny Burnaev, Vladimir Vanovskiy
Data-Driven Short-Term Daily Operational Sea Ice Regional Forecasting. Remote. Sens. 14 (22) (2022)
Ilya Shashkov, Nikita Balabin, Evgeny Burnaev, Alexey Zaytsev
Transfer learning for ensembles: reducing computation time and keeping the diversity. CoRR (2022)
Timofey Grigoryev, Polina Verezemskaya, Mikhail Krinitskiy, Nikita Anikin, Alexander Gavrikov, Ilya Trofimov, Nikita Balabin, Aleksei Shpilman, Andrei Eremchenko, Sergey Gulev, Evgeny Burnaev, Vladimir Vanovskiy
Data-Driven Short-Term Daily Operational Sea Ice Regional Forecasting. CoRR (2022)
Ilya Shashkov, Alexey Zaytsev, Nikita Balabin, Evgeny Burnaev
Transfer learning for ensembles: reducing computation time and keeping the diversity. AIPR (2022)
Serguei Barannikov, Ilya Trofimov, Nikita Balabin, Evgeny Burnaev
Representation Topology Divergence: A Method for Comparing Neural Network Representations. ICML (2022)