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

Bachelor of Sciences

Link to the person	Thesis	Paper	GitHub Code	Slides	Video
Gorchakov Vyacheslav	Sampling by importance in the problem of DC power flow modeling. BS Thesis 2022 MIPT.		GitHub Code	Slides	Video
Gorpinich Maria	Optimization of metaparameters in the problem of knowledge distillation. BS Thesis 2022 MIPT.		GitHub Code	Slides	Video
Pilkevich Anton	Optimization of the criterion given by the neural network model in the problem of text detoxification. BS Thesis 2022 MIPT.		GitHub Code	Slides	Video
Kurdyukova Antonina	Reducing the dimension of the phase space in problems of canonical correlation analysis. BS Thesis 2022 MIPT.		GitHub Code	Slides	Video
Khristolyubov Maxim	Model parameter space for phase trajectory approximation. BS Thesis 2022 MIPT.		GitHub Code	Slides	Video
Islamov Rustem	Second order distributed methods with fast convergence rate and compression. BS Thesis 2021 MIPT.		GitHub Code	Slides	Video
Saveliev Nikolay	Structured pricing for interchangeable goods. BS Thesis 2021 MIPT.		GitHub Code	Slides	Video
Filatov Andrey	Rapid optimization of multitasking models. BS Thesis 2021 MIPT.		GitHub Code	Slides	Video
Filippova Anastasia	Methods for analyzing human movements based on the readings of signals from sensors. BS Thesis 2021 MIPT.		GitHub Code	Slides	Video
Khar Aleksandra	Dynamic pricing with Thomson sampling. BS Thesis 2021 MIPT.		GitHub Code	Slides	Video
Shokorov Vyacheslav	Estimation of parameters of a probabilistic model in the problem of domain adaptation. BS Thesis 2021 MIPT.		GitHub Code	Slides	Video
Varenyk Natalia	Neural network density approximation for constructing a probability-metric space. BS Thesis 2020 MIPT.		GitHub Code	Slides
Severilov Pavel	Assessing the Quality of Protein Structure Prediction Using Graph Convolutional Neural Networks. BS Thesis 2020 MIPT.		GitHub Code	Slides
Panchenko Svyatoslav	Construction of a Probabilistic Metric Space for Modeling Orientation-Dependent States. BS Thesis 2020 MIPT.		GitHub Code	Slides
Markin Valery	Local models in the analysis of brain signals. BS Thesis 2020 MIPT.		GitHub Code	Slides
Astakhov Anton	Adaptive credit scoring. BS Thesis 2020 MIPT.
Gadaev Tamaz	Estimating the optimal sample size. BS Thesis 2019 MIPT.			Slides
Grabovoi Andrey	Analysis of properties of local models in time series clustering problems. BS Thesis 2019 MIPT.			Slides
Terekhov Oleg	Optimal Generation of Local Approximation Models in the Time Series Classification Problem. BS Thesis 2019 MIPT.
Hasanov Elnur Eldar ogly	Feature Space Generation in Problems of Corticogram Analysis. BS Thesis 2018 MIPT.			Slides
Ivanychev Sergey	Choice of Optimal Local Approximation Models for Time Series Classification. BS Thesis 2018 MIPT.			Slides
Usmanova Karina	Models for detecting dependencies in time series in the problems of constructing predictive models. BS Thesis 2018 MIPT.			Slides
Shibaev Innokenty	Prediction of Optimal Superpositions in Regression Problems. BS Thesis 2018 MIPT.			Slides
Smerdov Anton	Choice of the optimal recurrent network model in paraphrase search problems. BS Thesis 2018 MIPT.	Paper		Slides
Vladimirova Maria	Bagging of neural networks in multitask classification of biological acivity for nuclear receptors. BS Thesis 2017 MIPT.	Paper		Slides	Video
Zadayanchuk Andrey	Choosing the optimal time series classification model. BS Thesis 2016 MIPT.	Paper		Slides
Zlatov Alexander	Building a hierarchical model of a large conference. BS Thesis 2016 MIPT.			Slides
Isachenko Roman	Metric learning in the problem of multiclass classification of time series. BS Thesis 2016 MIPT.	Paper		Slides
Neichev Radoslav	Predictive multi-models of multi-scale time series of the Internet of Things. BS Thesis 2016 MIPT.	Paper		Slides
Bochkarev Artem	Generation of expert-interpretable models of petrophysical measurements in laboratory core studies. BS Thesis 2016 MIPT.	Paper		Slides
Goncharov Alexey	Discrete and continuous time series alignment methods. BS Thesis 2016 MIPT.	Paper		Slides
Dvinskikh Darina	Choice of Superposition of Models in Predicting Rail Freight Transportation. BS Thesis 2016 MIPT.			Slides
Popova Maria	Choosing the Optimal Deep Learning Network in Time Series Classification Problems. BS Thesis 2015 MIPT.	Paper		Slides
Kulunchakov Andrey	Generation of structurally simple ranking functions for information retrieval problems. BS Thesis 2015 MIPT.	Paper		Slides
Gazizullina Rimma	Building Compositions of Prognostic Models and Evaluating the Quality of Time Series Forecast. BS Thesis 2015 MIPT.	Paper		Slides
Karasikov Mikhail	Classification of time series in the space of parameters of generating models. BS Thesis 2015 MIPT.	Paper		Slides
Perekrestenko Dmitry	Analysis of the statistical and structural complexity of the superposition of neural networks. BS Thesis 2014 MIPT.			Slides
Mityashov Andrey	Domain Expert Constraints for the Elastic-Net Penalty Function in the Case of Logistic Regression. BS Thesis 2014 MIPT.			Slides
Katrutsa Alexander	Multicollinearity Analysis in Feature Selection. BS Thesis 2014 MIPT.	Paper		Slides
Stenina (Medvednikova) Maria	Construction of integral indicators based on partially ordered sets of expert assessments. BS Thesis 2013 MIPT.	Paper		Slides
Kuzmin Arsenty	Checking the adequacy of the topic models of a collection of documents. BS Thesis 2013 MIPT.	Paper		Slides
Varfolomeeva Anna	Structural learning methods for building predictive models. BS Thesis 2013 MIPT.	Paper		Slides
Aduenko Alexander	Joint selection of objects and features when building models in bank scoring problems. BS Thesis 2013 MIPT.	Paper		Slides
Kuznetsov Mikhail	Refining Expert Estimates with Measured Data. BS Thesis 2013 MIPT.	Paper		Slides