Teaching

Bayesian methods [In Russian], 2019

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

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

Model selection in machine learning, workshop series [In Russian], 2020

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

• Course page
• Bayesian programming

Applied statistical data analysis [In Russian], since 2019

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 multimodeling [In Russian, slides are in English], since 2021

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

• Course page

Intellectual data analysis, 2022

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