Anton Surkov
- Lecturer:HSE Campus in St. Petersburg / Saint-Petersburg School of Social Sciences / Department of Public Administration
- Research Assistant: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.
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 (Master’s programme; Saint-Petersburg School of Social Sciences; 1 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