Anton Surkov
- Lecturer:HSE Campus in St. Petersburg / Saint-Petersburg School of Social Sciences / Department of Public Administration
- Junior Research Fellow:HSE Campus in St. Petersburg / Saint-Petersburg School of Social Sciences / Laboratory for Social and Cognitive Informatics
- Doctoral Student:HSE Campus in St. Petersburg / St. Petersburg School of Physics, Mathematics, and Computer Science / Department of Informatics
- Anton Surkov has been at HSE University since 2023.
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Young Faculty Support Programme (Group of Young Academic Professionals)
Category "New Researchers" (2024)
Postgraduate Studies
1st year of study
Approved topic of thesis: Optimization of machine learning algorithms with parameterized functions
Academic Supervisor: Koltsov, Sergei
Courses (2023/2024)
- Big Data Analysis Technologies (Bachelor’s programme; Saint-Petersburg School of Social Sciences; 2 year, 2, 3 module)Rus
- Data Analysis (Mago-Lego; 2, 3 module)Rus
- Digital Literacy (Bachelor’s programme; Saint-Petersburg School of Social Sciences; 1 year, 4 module)Rus
- Econometrics (Introductory Course) (Bachelor’s programme; Saint-Petersburg School of Social Sciences; 3 year, 1 module)Rus
Publications2
- Article Ignatenko V., Surkov A., Sergei Koltcov. Random forests with parametric entropy-based information gains for classification and regression problems // PeerJ Computer Science. 2024. Vol. 10. Article e1775. doi
- Article Sergei Koltcov, Surkov A., Filippov V., Ignatenko V. Topic models with elements of neural networks: investigation of stability, coherence, and determining the optimal number of topics // PeerJ Computer Science. 2024. Vol. 10. Article e1758. doi