### 2023 SPRING

#### Postgraduate Students

Postgraduate student | Year | PhD thesis topic | Scientific adviser | Link to publication |
---|---|---|---|---|

Pavel Severilov | 1 | Decoding of multimodal signals of brain activity | Strijov V.V. | Code, Slides |

Grishanov Alexey | 1 | Applying Reinforcement Learning for Recommendation Platform Personalization | Vorontsov K.V. | Paper, Code, Slides |

Panchenko Sviatoslav | 1 | Graph Diffusion Models for the Task of Signal Decoding | Strijov V.V. | Paper (Translated, draft), Code, Slides (IDP conf.) |

Vasilii Novitskii | 2 | New Bounds for One-point Oracle in Stochastic Gradient-free Optimization | Gasnikov A.V. | Paper 1, Paper 2, Slides, Code |

Alina Samokhina | 2 | Continous-in-time representations of signals | Strijov V.V. | Code old, Paper draft, Slides |

Vasiliy Alekseev | 3 | Incompleteness and Instability of Topic Models | Vorontsov K.V. | Paper (draft), Slides |

Aleksei Goncharov | 4 | Space-time series alignment models | Strijov V.V. | Papers, Slides, Thesis |

Petr Ostroukhov | 4 | Tensor Methods for Convex Functions Minimization | Gasnikov A.V. | Paper, Slides |

Denis Kuznetsov | 4 | Neural network models of dialogue on general topics | Burtsev M.S. | Paper with Code |

Radoslav Neychev | 4 | Informative prior in privileged learning | Strijov V.V. | Old paper, Paper 1, New paper 2 (in blind review for now) |

#### Second Year Master Students

Student | Year | Thesis topic | Scientific adviser | Link to publication |
---|---|---|---|---|

Rustem Islamov | 2 | Distributed Newton-Type Methods with Communication Compression and Bernoulli Aggregation | Strijov V.V., Richtarik P. | Paper, Code, Slides |

Filatov Andrei | 2 | Text interfaces for event sequences | Strijov V.V. | Paper, Slides |

Shokorov Viacheslav | 2 | Bootstrapping of neural network ensembles | Vetrov D.P. | Text (draft) Slides, Code |

Safiullin Robert | 2 | Multimodel representation of dynamic systems | Strijov V.V. | Paper Slides, Code |

Bishuk Anton | 2 | Controlled Graph Generation | Zukhba A.V. | Paper, Code, Slides |

Pankratov Viktor | 2 | Probabilistic topic modeling | Vorontsov K.V. | Paper, Code, Slides |

Grebenkova Olga | 2 | Automatic detection of focal cortical dysplasia for sparse data representation | Burnaev E | Draft, Code, Slides Paper |

Nadezhda Alsahanova | 2 | Selection of tensor representations for multiview forecasting | Strijov V.V. | Draft, Code, Slides |

#### First Year Master Students

Student | Year | Topic | Scientific adviser | Link to publication |
---|---|---|---|---|

Yakovlev Konstantin | 1 | Concordant Neural Architecture Search on Multidomain Data | Bakhteev O. Y. | Paper, Code, Slides |

Kovaleva Maria | 1 | Neural architecture search with early stopping | Alexey Zaytsev | Code, Slides, Draft |

Ksenofontov Gregory | 1 | Analysis of generative modeling methods based on Schrödinger bridges | Roman Isachenko | Code, Slides, Draft |

Polina Barabanshchikova | 1 | Helly type problems for d-intervals | Polyanskii A.A. | Paper, Slides |

Tolmachev Alexander | 1 | Information Bottleneck Analysis of Deep Neural Networks | Alexey Frolov | Paper, Slides |

Alkin Emil | 1 | Expessive Power of Recurrent Neural Networks | Oseledets I. V. | Slides, Code |

#### Fourth Year Bachelor Students

Student | Year | Thesis topic | Scientific adviser | Link to publication |
---|---|---|---|---|

Antyshev Tikhon | 4 | Gradient Sliding for Saddle Point problems with one composite | Gasnikov A. V. | Code Paper Slides |

Kornilov Nikita | 4 | Gradient Free Methods for Non-Smooth Convex Stochastic Optimization with Heavy Tails on Convex Compact | Gasnikov A. V. | Code Paper Slides |

Lukyanenko Ivan | 4 | Detection of manipulations and its targets in news texts | Vorontsov K.V. | Code, Text, Slides |

Zharov Georgiy | 4 | Classification of manipulative fragments in news texts | Vorontsov K.V. | Code, Slides |

Vladimirov Eduard | 4 | Choosing a state space model in a neural decoding problem | Strijov V.V. | Code1, Code2, Slides |

Molozhavenko Alexander | 4 | Solution of a block multidimensional eigenvalues search problem | Gasnikov A.V. | Slides, Code |

### 2022 AUTUMN

#### Postgraduate Students

Postgraduate student | Year | PhD thesis topic | Scientific adviser | Link to publication |
---|---|---|---|---|

Vasiliy Alekseev | 3 | Incompleteness and Instability of Topic Models | Vorontsov K.V. | Paper, Paper (conf.) |

Grishanov Alexey | 1 | Applying Reinforcement Learning for Recommendation Platform Personalization | Vorontsov K.V. | Paper, Code, Slides (Sber AI Lab seminar) |

Panchenko Sviatoslav | 1 | Graph Diffusion Models for the Task of Signal Decoding | Strijov V.V. | Paper (Article, draft), Code, Slides (IDP conf.) |

Denis Tikhonov | 1 | Dimension reduction of tensor phase spaces in dynamical system simulation | Strijov V.V. | Paper, Code, Slides |

Alina Samokhina | 2 | Continous-in-time representations of signals | Strijov V.V. | Code old, Paper published, Paper draft, Slides |

Vasilii Novitskii | 2 | New Bounds for One-point Oracle in Stochastic Gradient-free Optimization | Gasnikov A.V. | Paper 1, Paper 2, Slides, Code |

Polina Potapova | 3 | Topic modeling for multilingual topic search | Vorontsov K.V. | Paper, Code |

#### Second Year Master Students

Student | Year | Thesis topic | Scientific adviser | Link to publication |
---|---|---|---|---|

Andrei Filatov | 2 | Infinite transformers | Strijov V.V. | Paper, Code, Slides |

Rustem Islamov | 2 | Distributed Newton-Type Methods with Communication Compression and Bernoulli Aggregation | Strijov V.V., Richtarik P. | Paper, Code, Slides |

Bishuk Anton | 2 | Controlled Graph Generation | Zukhba A.V. | Paper, Code, Slides |

Grebenkova Olga | 2 | Automated detection of focal cortical dysplasia | Burnaev E | Slides Acceptance letter |

Safiullin Robert | 2 | Multimodel representation of dynamic systems | Strijov V.V. | Paper, Code, Slides |

Shokorov Viacheslav | 2 | Deep ensembles bootstrapping | Vetrov D.P. | Notes, Code |

Pankratov Viktor | 2 | Probabilistic topic modeling | Vorontsov K.V. | Paper, Code, Slides |

Alsahanova Nadezhda | 2 | Selection of tensor representations for multiview forecasting | Strijov V.V. | Paper, Code, Slides |

#### First Year Master Students

Student | Year | Topic | Scientific adviser | Link to publication |
---|---|---|---|---|

Maria Kovaleva | 1 | Research of efficient transformers | Alexey Zaytsev | Paper, Code, Slides |

Roman Klypa | 1 | Combination of geometrical learning and language models for bioinformatics | Grudinin S.V. | Slides |

Polina Barabanshchikova | 1 | Helly type problems for d-intervals | Polyanskii A.A. | Paper, Slides |

Ksenofontov Gregory | 1 | Creating a personalized avatar of a person for a virtual fitting of clothes | Vorontsov K.V., Yanina A.O. | Slides |

Yakovlev Konstantin | 1 | Concordant Neural Architecture Search on multi-domain data | Bakhteev O.Y. | Slides |

#### Fourth Year Bachelor Students

Student | Year | Thesis topic | Scientific adviser | Link to publication |
---|---|---|---|---|

Eduard Vladimirov | 4 | Ways to account for data noise in a Neural ODE model | Strijov V.V. | Paper, Code, Slides |

Antyshev Tikhon | 4 | Zero-order Mirror Descent for Saddle Point Problems | Gasnikov A.V. | Paper, Code, Slides |

Ivan Lukyanenko | 4 | Joint NER and RE in manipulation news | Vorontsov K.V. | Code Slides |

Kornilov Nikita | 4 | Gradient Free Optimization with Infinite Variance | Gasnikov A.V. | Paper, Slides |

Georgiy Zharov | 4 | Search for manipulations and their relations with named entities in texts | Vorontsov K.V. | Slides |

Molozhavenko Alexander | 4 | Solution of a block multidimensional eigenvalues search problem | Gasnikov A.V. | Slides, Code |

### 2022 SPRING

#### Postgraduate Students

Postgraduate student | Year | PhD thesis topic | Scientific adviser | Link to publication |
---|---|---|---|---|

Andrey Grabovoy | 1 | Bayesian Distilation | Strijov V.V. | Code, Thesis |

Alina Samokhina | 1 | Continous-time representation for signal decoding | Strijov V.V. | Code, Paper, Slides |

Nikitin Filipp | 2 | Generation and selection of graph neural network models in the problem of organic chemistry | Strijov V. V. | Code |

Polina Potapova | 2 | Topic modeling for multilingual topic search | Vorontsov K.V. | Paper, Code |

Vasiliy Alekseev | 2 | Incompleteness and Instability of Topic Models | Vorontsov K.V. | Paper (not visible), Code (private) |

Ostroukhov Petr | 3 | Tensor methods for convex optimization | Gasnikov A.V. | Paper 1, Paper 2 |

Kamil Safin | 3 | Combined methods for text plagiarism detection | Chehovich Y.V. | Paper |

Denis Kuznetsov | 3 | Neural network models of dialogue on general topics | Burtsev M.S. | Paper_1, Paper_2 |

Ilia Zharikov | 4 | Neural network methods for document image recognition | Vorontsov K.V. | Paper, Code, Slides |

Alex Goncharov | 3 | Space-time series alignment models | Strijov V.V. | Papers, Slides |

#### Second Year Master Students

Student | Year | Thesis topic | Scientific adviser | Link to publication |
---|---|---|---|---|

Petr Mokrov | 2 | Wasserstein gradient flows: modeling and applications | Burnaev E.V. | Paper, Code, Slides |

Denis Tikhonov | 2 | Quasiperiodic time signals classification with spherical harmonics | Strijov V.V. | Paper, Code, Slides |

Natalia Varenik | 2 | Building a connectivity map of functional groups in the problem of decoding brain signals | Strijov V.V. | Paper, Code, Slides |

Alexey Grigorev | 2 | Regularization of neural layer via construction of frame in parameter space | Gneushev A.N. | Slides, Code, Paper |

Kolesov Aleksandr | 2 | Adverasrial method for Transfer Learning based on Optimal Transport | Bakhteev O.Y | Paper, Code, Slides |

Severilov Pavel | 2 | Choosing the optimal model in the problem of modeling dynamics of a physical system by neural networks | Strijov V.V. | Paper Slides Code Paper2 |

Panchenko Sviatoslav | 2 | Bilinearity of geometric product for the task of signal decoding | Strijov V.V. | Paper, Slides Code |

Grishanov Alexey | 2 | Application of Reinforcement Learning for recommendation system personalization | Vorontsov K.V. | Paper, Slides, Сode |

#### First Year Master Students

Student | Year | Topic | Scientific adviser | Link to publication |
---|---|---|---|---|

Rustem Islamov | 1 | Basis Matters: Better Communication-Efficient Second Order Methods for Federated Learning | Richtarik P., Strijov V.V. | Paper, Code, Slides |

Bishuk Anton | 1 | Controlled graph generation using the variational autoencoder model | Zukhba A.V. | Report |

Grebenkova Olga | 1 | Automated detection of focal cortical dysplasia | Burnaev E | Report |

Filatov Andrei | 1 | Novel view synthesis | Lempitsky Victor | Slides Code |

Safiullin Robert | 1 | Multimodel representation of dynamic systems | Strijov V.V. | Paper, Code, Slides |

Pankratov Viktor | 1 | Topic balancing of topic models | Vorontsov K.V. | Code, Slides |

Shokorov Viacheslav | 1 | Bootstrapping of neural network ensembles | Vetrov D.P. | Report Code |

#### Fourth Year Bachelor Students

Student | Year | Thesis topic | Scientific adviser | Link to publication |
---|---|---|---|---|

Mariya Gorpinich | 4 | Metaparameter optimization in knowledge distillation | Bakhteev O.Yu. | Code, Slides, Paper |

Vyacheslav Gorchakov | 4 | Importance Sampling Approach to Chance-Constrained DC Optimal Power Flow | Maximov Y.V. | Paper, Code, Slides |

Antonina Kurdyukova | 4 | Dimensionality reduction of the phase space in canonical correlation analisys | Strijov V.V., Isachenko R.V. | Code, Slides, Paper |

Anton Pilkevich | 4 | Optimization of the criterion given by the neural network model in the text detoxification task | Strijov V.V. (Popov A.S.) | Code, Slides,Paper |

Konstantin Yakovlev | 4 | Selection of concordant architectures with complexity control | Bakhteev O.Y. | Paper Code, Slides |

Khristolyubov Maxim | 4 | Approximation of the phase trajectory of the time series | Strijov V.V. | Paper Code, Slides |

### 2021 FALL

#### Postgraduate Students

Postgraduate student | Year | PhD thesis topic | Scientific adviser | Link to publication |
---|---|---|---|---|

Andrey Grabovoy | 1 | A prior distribution of parameters in problems of choosing deep learning models | Strijov V.V. | Paper, Code, Slides |

Alina Samokhina | 1 | Continuous time representation for signal decoding | Strijov V.V. | Paper |

Tamaz Gadaev | 1 | Multilinear model choice in forecasting problem | Strijov V.V. | Paper |

Vasilii Novitskii | 1 | New Bounds for One-point Oracle in Stochastic Gradient-free Optimization | Gasnikov A.V. | Paper 1, Paper 2, Slides, Code |

Vasiliy Alekseev | 2 | Incompleteness and Instability of Topic Models | Vorontsov K.V. | Paper, Code, Slides1, Slides2 |

Polina Potapova | 2 | Topic modeling for multilingual topic search | Vorontsov K.V. | Paper |

Petr Ostroukhov | 3 | Tensor methods for optimization of convex functions | Gasnikov A.V. | Paper |

Denis Kuznetsov | 3 | Neural network models of dialogue on general topics | Burtsev M.S. | Paper |

Kamil Safin | 3 | Intrinsic methods for plagiarised texts detection | Chehovich Y.V. | Paper |

Ilia Zharikov | 4 | Neural network methods for document image recognition | Vorontsov K.V. | Paper |

#### Second Year Master Students

Student | Year | Thesis topic | Scientific adviser | Link to publication |
---|---|---|---|---|

Petr Mokrov | 2 | Wasserstein gradient flows: modeling and applications | Burnaev E.V. | Paper, Code, Slides |

Denis Tikhonov | 2 | Model selection for quasiperiodic time series forecasting | Strijov V.V. | Code, Slides |

Alexey Grigorev | 2 | Regularization of neural layer via construction of frame in parameter space | Gneushev A.N. | Slides, Code; Paper |

Natalia Varenik | 2 | Building a connectivity map of functional groups in the problem of decoding brain signals | Strijov V.V. | Paper Slides Code |

Severilov Pavel | 2 | Differential analysis of phase spaces in the problem of decoding signals | Strijov V.V. | Slides Code |

Panchenko Sviatoslav | 2 | Bilinearity of geometric product for the task of signal decoding | Strijov V.V. | Slides |

Grishanov Alexey | 2 | Application of Reinforcement Learning for recommendation system personalization | Vorontsov K.V. | Slides, Сode |

Kolesov Aleksandr | 2 | Adversarial approach for transfer learning | Bahteev O.Yu. | Paper, Slides, Сode |

#### First Year Master Students

Student | Year | Topic | Scientific adviser | Link to publication |
---|---|---|---|---|

Rustem Islamov | 1 | Second Order Methods for Federated Learning | Richtarik P, Strijov V.V. | Paper, Code, Slides |

Grebenkova Olga | 1 | Automated detection of focal cortical dysplasia | Burnaev E | Paper, Code, Slides |

Safiullin Robert | 1 | Substance properties analysis based on its SERS spectra | Strijov V.V. | Report, Slides |

Pankratov Viktor | 1 | Topic balancing of topic models | Vorontsov K.V. | Report,Code |

Filatov Andrei | 1 | Task Discovery | Victor Lempitsky Strijov V.V. | Report |

Bishuk Anton | 1 | Controlled graph generation using the variational autoencoder model | Zukhba A.V. | Report |

Shokorov Viacheslav | 1 | Bootstrapping of neural network ensembles | Vetrov D.P. | Report Code |

#### Fourth Year Bachelor Students

Student | Year | Thesis topic | Scientific adviser | Link to publication |
---|---|---|---|---|

Antonina Kurdyukova | 4 | Phase detection of human motions with signals of wearable devices | Strijov V.V. | Paper, Code, Slides |

Anton Pilkevich | 4 | Clustering of news text messages based on polar opinions | Vorontsov K.V. | |

Gorpinich Mariya | 4 | Metaparameter optimization in knowledge distillation | Bakhteev O.Yu. | Paper, Code, Slides |

Vyacheslav Gorchakov | 4 | Importance Sampling Approach to Chance-Constrained DC Optimal Power Flow | Maximov Y.V. | Paper, Code |

Konstantin Yakovlev | 4 | Selection of concordant architectures with complexity control | Bakhteev O.Y. | Code, Slides |