List of theses

Link to the person	Thesis	Paper	GitHub Code	Abstract	Slides	Video
Andrey Grabovoy	A prior distribution of parameters in problems of choosing deep learning models. PhD Thesis 2022 MIPT.	Paper	PhD Thesis GitHub	Abstract	Slides	Video
Roman Isachenko	Dimensionality reduction for time series decoding and forecasting problems. PhD Thesis 2021 MIPT.	Paper	PhD Thesis GitHub	Abstract	Slides	Video
Oleg Bakhteev	Deep learning model selection of suboptimal complexity. PhD Thesis 2020 MIPT.	Paper	PhD Thesis GitHub	Abstract	Slides	Video
Anastasiya Motrenko	Model selection for multicorrelated time series. PhD Thesis 2019 MIPT.	Paper	GitHub	Abstract	Slides	Video
Alexander Aduenko	Model selection in classification problems. PhD Thesis 2017 MIPT.			Abstract	Slides	Video
Arsenty Kuzmin	Hierarchical classication of document collection. PhD Thesis 2017 MIPT.	Paper		Abstract	Slides	Video
Mikhail Kuznetsov	Construction preference learning models using ordinal-scaled expert estimations. PhD Thesis 2016 MIPT.			Abstract	Slides	Video
Roman Sologub	Algorithms of inductive model generation and transformation for non-linear regression problems. PhD Thesis 2013 MIPT.	Paper		Abstract