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 Optimization approach to Tverberg type theorems 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