Teaching

Bayesian multimodeling, since 2021

[In Russian, slides are in English]

Department of Intelligent Systems. Co-lecturer: Vadim Strijov, DSc.

• Course page

My first scientific paper, sice 2018

[The course is taught in Russian, the results are usually in English]

A scientific consultant for the student projects at the course of Vadim Strijov, DSc.

TA in 2023, 2024 together with Andrey Grabovoy, PhD.

Intellectual data analysis, 2022, 2023

[In Russian]

Department of Intelligent Systems. Co-lecturer: Vadim Strijov, DSc.

Model selection in machine learning, workshop series, 2020

[In Russian]

Department of Intelligent Systems. Co-lecturers: Vadim Strijov, DSc and Alexander Aduenko, PhD.

• Course page
• Bayesian programming

Applied statistical data analysis, 2019-2022

[In Russian]

Math basic management department. The course is based on the course of Professor Konstantin Vorontsov and Evgeniy Riabenko, PhD.

Co-lecturers: Andrey Grabovoy, PhD (2020-2022) and Petr Ostroukhov (2020)

• Course page

Bayesian methods, 2019

[In Russian]

Department of Intelligent Systems. Co-lecturer: Roman Isachenko.

• Bayesian model selection
• Hyperparameter optimization
• Metaoptimization and model structure optimization
• Deep learning model structure selection