List of theses

PhD

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

Master of Sciences

Link to the person	Thesis	Paper	GitHub Code	Slides	Video
Natalia Varenik	Building a connectivity map of functional groups in the problem of decoding brain signals. MS Thesis 2022 MIPT.	Paper	GitHub Code	Slides	Video
Severilov Pavel	Choosing the optimal model in the problem of modeling dynamics of a physical system by neural networks. MS Thesis 2022 MIPT.	Paper1,Paper2	GitHub Code	Slides	Video
Sviatoslav Panchenko	Bilinearity of geometric product for the task of signal decoding. MS Thesis 2022 MIPT.		GitHub Code	Slides	Video
Tamaz Gadaev	Multilinear model choice in forecasting problem. MS Thesis 2021 MIPT.			Slides	Video
Andrey Grabovoy	A prior distribution of parameters in problems of choosing deep learning models. MS Thesis 2021 MIPT.	Paper	GitHub Code	Slides	Video
Egor Kirillov	Phase reconstruction of microscopic images by reciprocal lattice. MS Thesis 2021 MIPT.		GDrive Code	Slides	Video
Alina Samokhina	Continuous time representation for signal decoding. MS Thesis 2021 MIPT.	Paper	GitHub Code	Slides	Video
Gleb Morgachev	Construction of a metric space of multi-index time series with an effectively computable metric function. MS Thesis 2021 MIPT.		GitHub Code	Slides	Video
Grigory Malinovsky	Distributed optimization methods and federated learning. MS Thesis 2021 MIPT.		GitHub Code	Slides	Video
Filipp Nikitin	Construction of Feature Spaces in Problems of Predicting Chemical Reactions. MS Thesis 2020 MIPT.		GitHub Code	Slides
Sayranov Danil	Choice of an Ensemble of Local Models in Problems of Signal Analysis. MS Thesis 2020 MIPT.		GitHub Code	Slides
Uvarov Nikita	Selection of model superpositions in time series forecasting. MS Thesis 2020 MIPT.			Slides
Usmanova Karina	Approximation of quasiperiodic signal phase trajectory using directional regression. MS Thesis 2020 MIPT.	Paper	GitHub Code	Slides
Vladimirova Maria	Bayesian Analysis of Parameter Distribution Functions of Deep Learning Networks. MS Thesis 2020 MIPT.			Slides
Alex Goncharov	Building Interpretable Deep Learning Models in the Social Ranking Problem. MS Thesis 2018 MIPT.			Slides
Alex Goncharov	Building Interpretable Deep Learning Models in the Social Ranking Problem. MS Thesis 2018 MIPT.			Slides
Roman Isachenko	Space Dimension Reduction in Time Series Analysis Problems. MS Thesis 2018 MIPT.	Paper, Paper	GitHub Code	Slides
Radoslav Neichev	Informative a priori assumptions in the privileged learning problem. MS Thesis 2018 MIPT.			Slides
Artem Bochkarev	Structured learning for model generation. MS Thesis 2018 MIPT.	Paper1, Paper2	GitHub Code	Slides
Karasikov Mikhail	Building a ranking function to predict the tertiary structure of a protein. MS Thesis 2017 MIPT.	Paper	GitHub Code	Slides	Video
Maria Popova	Generating and separating models for the generation of new drugs. MS Thesis 2017 MIPT.	Papers: 1, 2, 3, 4		Slides
Andrey Kulunchakov	Generation of structurally simple ranking functions for information retrieval problems. MS Thesis 2017 MIPT.	Paper	GitHub Code	Slides	Video
Andrey Mityashov	Decomposition of a mixture of distributions based on empirical data in text clustering problems. MS Thesis 2016 MIPT.		GitHub Code	Slides
Alexander Katrutsa	Discrete Quadratic Programming with Feature Selection Relaxation. MS Thesis 2016 MIPT.	Papers: 1, 2	GitHub Code	Slides
Oleg Bakhteev	Sequential generation of deep learning models of optimal complexity. MS Thesis 2016 MIPT.	Paper		Slides
Maria Stenina (Medvednikova)	Consistency of Forecasts in Problems of Forecasting Hierarchical Time Series. MS Thesis 2015 MIPT.	Paper		Slides
Arsenty Kuzmin	Construction of hierarchical thematic models of large conferences. MS Thesis 2015 MIPT.	Paper		Slides
Matrosov Mikhail	Short-term prediction of musical works using chord sequences. MS Thesis 2015 MIPT.			Slides
Rita Kuznetsova	Classification of time series using invariant transformations. MS Thesis 2015 MIPT.	Paper
Zhuikov Vladimir	Recommendation system for selecting clothes based on metric analysis of advertising descriptions. MS Thesis 2015 MIPT.			Slides
Varfolomeeva Anna	Structural learning methods in the generalization problem structures of ranking models. MS Thesis 2015 MIPT.	Paper		Slides
Alexander Aduenko	Topological analysis of the space of parameters in problems of choosing multimodels. MS Thesis 2015 MIPT.	Papers: 1, 2, 3, 4, 5, 6		Slides
Georgy Rudoy	Algorithms of inductive generation and simplification and criteria for choosing the optimal essentially non-linear regression model for the approximation of measured data. MS Thesis 2014 MIPT.	Paper		Slides
Fadeev Ilya	Choice of hierarchical models in autoregressive forecasting. MS Thesis 2013 MIPT.			Slides
Kononenko Daniil	Estimation of parameters of invariant transformations in problems of time series forecasting. MS Thesis 2013 MIPT.			Slides
Motrenko Anastasia	Estimation of the sample size in forecasting tasks. MS Thesis 2013 MIPT.			Slides
Kuznetsov Mikhail	Construction of integral indicators in problems with ordinal features. MS Thesis 2013 MIPT.			Slides