2023 FALL
Postgraduate Students
| Postgraduate student | Year | PhD thesis topic | Scientific adviser | Link to publication |
|---|---|---|---|---|
| Viktor Pankratov | 1 | Probabilistic topic modeling | Vorontsov K.V. | Paper,Code,Slides |
| Pavel Severilov | 2 | Decoding of multimodal signals of brain activity | Strijov V.V. | Paper, Code, Slides |
| Alexey Grishanov | 2 | Applying Reinforcement Learning for Recommendation Platform Personalization | Vorontsov K.V. | Paper 1, Paper 2 - under review, Code, Slides |
| Novitskii Vasilii | 3 | New Bounds for One-point Oracle in Stochastic Gradient-free Optimization | Gasnikov A.V. | Paper 1, Paper 2, Paper 3, Slides, Code |
| Vasiliy Alekseev | 4 | Incompleteness and Instability of Topic Models | Vorontsov K.V. | Conf1 (Slides1), Slides2 |
| Tikhonov Denis | 2 | Dimensionality reduction of tensor phase spaces in nonlinear dynamical system reconstruction | Strijov V.V. | (Slides), Code |
| Panchenko Sviatoslav | 2 | Graph Diffusion models for human brain activity decoding | Strijov V.V. | Paper, Slides, Code |
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 |
| Kovaleva Maria | 2 | Addition of global information for enhancement of local embeddings for transactional data models | Zaytsev A.A | Paper, Slides |
| Tolmachev Alexander | 2 | Information Bottleneck Analysis of Deep Neural Networks | Alexey Frolov | Paper, Slides |
| Klypa Roman | 2 | Generative modeling for protein structure and interactions | Grudinin S.V. | Slides, Code |
| Polina Barabanshchikova | 2 | Tverberg type theorems | Polyanskii A.A. | Paper, Slides |
| Konstantin Yakovlev | 2 | Concordant Neural Architecture Search on Multidomain Data | Bakhteev O. Y. | Paper, Slides, Code |
| Ksenofontov Gregory | 2 | Adversarial Schrödinger Bridges | Roman Isachenko | Code, Slides, Draft |
| Alkin Emil | 2 | Expressive Power of Recurrent Neural Networks, II | Ivan Oseledets | Draft, Slides, Code |
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 | |
| Galina Boeva | 1 | Identifying the relationship between labels using an attention-based algorithm for the Next Basket Recommendation task | Zaytsev A.A | Paper Code Slides | |
| Bair Mikhailov | 1 | Undersampled MRI Reconstruction | Dylov D.V | Slides | |
| Pavel Bartenev | 1 | MRI data augmentation via conditional generative 3D inpainting | Maxim Sharaev | Slides Code | |
| Kseniia Petrushina | 1 | Detection of hallucinations of language models | Alexander Panchenko | Slides Code | |
| Arina Chumachenko | 1 | Machine learning methods for functional brain mapping | Maxim Sharaev | Slides | Code |
| Nikita Kornilov | 1 | Intermediate Gradients Methods with Relative Inexactness | Alexandr Gasnikov | Slides Code Paper | |
| Dmitry Protasov | 1 | Automatic Music Transcription | Ivan Matveev | Slides Code Draft | |
| Parviz Karimov | 1 | Representation learning for data point groups | Roman Isachenko | Slides Draft | |
| Eduard Vladimirov | 1 | Adversarial attacks on neural networks for time series | Zaytsev A.A | Slides Code Draft | |
| Zharov Georgiy | 1 | Search for an effective architecture for solving the problem of obtaining multimodal embeddings for three or more modalities | 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 |
| Kiselev Nikita | 4 | Bayesian Sample Size Estimation | Grabovoy A. V. | Paper, Code, Slides |
| Kreinin Matvei | 4 | On methods with preconditioning and weight decaying | Beznosikov A. N. | Paper, Code, Slides |
| Ilgam Latypov | 4 | Research On multicriteria optimization using Shapley Value | Dorn Y.V. | Paper, Code, Slides |
| Anastasiia Vozniuk | 4 | Detection of Machine-Generated Fragments in Text | Grabovoy A.V. | Paper, Code, Slides |
| Terentyev Alexander | 4 | Classification of trajectories of dynamic systems with physics-informed neural networks | Strijov V.V. | Paper, Code, Slides |
| Veprikov Andrey | 4 | A mathematical model of the hidden feedback loop effects in machine learning systems | Khritankov A.S. | Paper, Code, Slides |
| Ignashin Igor | 4 | Bayesian distilation of transformer-based models | Grabovoy A.V. | Paper, Code, Slides |
| Remizova Anna | 4 | Altering latent representation in the audio style transfer task | Grabovoy A.V. | Paper, Code, Slides, Paper handwritten draft |
| Babkin Petr | 4 | Differential neural ensemble search with diversity control | Bakhteev O.Y. | Paper, Code, Slides |
| Nikitina Maria | 4 | Analysis of distribution bias in contrastive learning | Isachenko R.V. | Paper, Code, Slides |
| Oleinik Mikhail | 4 | Knowledge distillation in deep neural networks using model structure alignment methods | Bakhteev O.Y. | Paper, Code, Slides |
| Semkin Kirill | 4 | Tensor-SSA method in application to time series decomposition | Strijov V.V. | Paper, Code, Slides |
| Bogdanov Alexander | 4 | New Aspects of Black Box Conditional Gradient: Variance Reduction and One Point Feedback | Beznosikov A. N. | Paper, Code, Slides |
| Dorin Daniil | 4 | Spatial-temporal characteristics in the time series decoding | Grabovoy A. V. | Paper, Code, Slides |
| Okhotnikov Nikita | 4 | Interconnected latent representations for outfit generation task | Isachenko R.V. | Paper, Code, Slides |
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 | 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 |