Research Reports
This page contains information about the research projects of students at the Intelligent Systems Department. Here you can find the topics of theses, names of advisors, links to publications, presentations and code repositories.
2025 Spring
PhD Students
Master’s Students (2nd year)
| Student |
Thesis topic |
Advisor |
Links |
| Nikita Kornilov |
Optimal Flow Matching: Learning Straight Trajectories in Just One Step |
Gasnikov A.V. |
Publication, Slides, Paper, Code |
| Galina Boeva |
Efficient aggregation by labels for the problem of event sequences |
Zaytsev A. A. |
Publication, Slides, Paper, Code |
| Vladimirov Eduard |
Generative causal inference for Brain-Computer Interfaces |
Strijov V. V. |
Paper, Slides, Code |
| Bair Mikhailov |
Development of Machine Learning Methods for Radiology in Brain Evolution Research |
Dylov D.V |
Paper, Slides, Code |
| Arina Chumachenko |
Preventing Overfitting in Subject-Driven Text-to-Image Diffusion: Regularization of Embedding and Attention Maps |
Oseledets I.V. |
Paper, Slides, Code |
| German Gritsai |
Verification of artificially generated text fragments |
Grabovoy A. V. |
Paper, Slides, Code |
| Ildar Khabutdinov |
Исправление грамматических ошибок в домене низкоресурсных языков |
Grabovoy A.V. |
Publication, Publication, Slides |
| Marat Khusainov |
Understanding the Plasticity of Neural Networks Employed in GFlowNets |
Samsonov S.V. |
Paper, Slides, Code |
| Petrushina Kseniia |
Detection of Multimodal Hallucinations Based on Internal Representations and Activations of Models |
Panchenko A. I. |
Publication 1 Publication 2, Slides, Paper, Code |
Master’s Students (1st year)
| Student |
Thesis topic |
Advisor |
Links |
| Dorin Daniil |
Enhancing fMRI Data Decoding with Spatiotemporal Characteristics in Limited Dataset |
Grabovoy A.V. |
Paper, Slides, Code |
| Nikitina Maria |
Методы векторного представления глубоких генеративных моделей |
Bakhteev O. Yu. Bishuk A. Yu. |
Paper, Code, Slides |
| Latypov Ilgam |
Functional multi-armed bandit and the best function identification problems |
Y.V. Dorn |
Paper, Paper Int Slides, Code |
| Semkin Kirill |
Time series classification approaches through NeuralODE |
Strijov V.V |
Paper, Code, Slides |
| Nikita Kiselev |
Unraveling the Hessian: A Key to Smooth Convergence in Loss Function Landscapes |
Grabovoy A.V. |
Paper, Code, Slides |
| Igor Ignashin |
Theory for Adaptive Loss Scaling |
Grabovoy A.V. |
Paper, Code, Slides |
| Andrey Veprikov |
Оптимальное управление в системах машинного обучения с обратной связью: предотвращение деградации и оттока пользователей |
Khritankov A.S. |
Paper, Code, Slides |
| Okhotnikov Nikita |
Low rank attention denoising |
Grabovoy A.V. |
Paper, Slides, Code |
| Voznyuk Anastasia |
Анализ внутренних представлений языковых моделей для поиска сгенерированных документов |
Grabovoy A.V. |
Paper 1, Paper 2 Code, Slides |
| Terentyev Alexander |
Inverse problems in modeling neural partial differential equations |
Strijov V.V. |
Paper, Code, Slides |
| Babkin Petr |
Position Informed Convolution for Multi-Agent Computer Vision |
Shubin N.Y. |
Paper, Code, Slides |
| Nasyrov Ruslan |
Marked Temporal Point Process with Neural ODE |
Zaytsev A. A. |
Paper, Code, Slides |
| Kreinin Matvei |
Нормализирующие потоки для перевода КТ изображений |
Grabovoy A.V. |
Paper, Code, Slides |
| Zabarianska Iryna |
Параметрические методы решения задачи о мосте Шредингера |
Korotin A.A. |
Paper, Code, Slides |
| Sapronov Yuri |
Solving the Ranking Problem Using Continuous Optimization Methods |
Gasnikov A.V. |
Paper, Code, Slides |
Bachelor’s Students (4th year)
| Student |
Thesis topic |
Advisor |
Links |
| Firsov Sergey |
Neural architecture search with target hardware control |
Bakhteev O. Y. |
Paper, Code, Slides |
| Zadvornov Egor |
Forecasting social trends with high volatility |
Malkov A. S. |
Paper, Code, Slides |
| Meshkov Vladislav |
ConvNets Landscape Convergence: Hessian-Based Analysis of Matricized Networks |
Grabovoy A.V. |
Paper, Code, Slides |
| Papay Ivan |
Ordinal Classification Using Partially Ordered Feature Sets |
Strijov V.V. |
Code Paper Slides |
| Nabiev Muhammadsharif |
Inductive Bias in Model Selection |
Bakhteev O. Y. |
Paper, Code, Slides |
| Anastasiia Linich |
Топологический анализ математических доказательств, генерируемых большими языковыми моделями на формальном языке Lean4 |
Barannikov S.A. |
Code, Paper, Slides |
| Rubtsov Denis |
Сходимость с оценкой вероятностей больших отклонений для задач выпуклой оптимизации и седловых задач в условиях повышенной гладкости |
Gasnikov A.V. |
Paper, Code, Slides |
| Khafizov Fanis |
Adaptive Compression in Distributed Optimization |
Beznosikov A.N. |
Paper, Code, Slides |
| Eynullayev Altay |
Forecasting models in riemannian phase space |
Strijov V.V. |
Paper, Code, Slides |
| Karpeev Gleb |
Порождающие модели для прогнозирования наборов временных рядов |
Strijov V.V. |
Code, Paper, Slides |
| Stepanov Ilya |
Using Synthetic Data Obtained by Generative Neural Networks to Improve the Quality of Detection Models |
Grabovoy A.V. |
Paper, Code, Slides |
| Rebrikov Alexey |
Investigation of Neural Network Sparsification Mechanisms Based on Weight Importance |
Beznosikov A.N. |
Paper, Code, Slides |
| Fedor Sobolevsky |
Application of Large Language Models for Hierarchical Summarization of Scientific Texts |
Vorontsov K.V. |
Code,Paper, Slides |
| Kasiuk Vadim |
Application of compression operators in distributed optimization problems |
Beznosikov A.N. |
Paper, Code, Slides |
2024 Fall
PhD Students
Master’s Students (2nd year)
| Student |
Thesis topic |
Advisor |
Links |
| Galina Boeva |
Efficient aggregation by labels for the problem of event sequences |
Zaytsev A. A. |
Publication, Paper, Slides, Code |
| Nikita Kornilov |
Optimal Flow Matching: Learning Straight Trajectroies in Just One Step |
Gasnikov A.V. |
Publication, Paper, Slides, Code |
| Eduard Vladimirov |
Generative Causal Inference for BCI |
Strijov V.V. |
Paper, Slides, Code |
| Arina Chumachenko |
Controlled Image Editing Mechanisms Based on Diffusion Models |
Oseledets I.V. |
Paper, Slides, Code |
| Marat Khusainov |
Understanding the plasticity of neural networks employed in GFlowNets |
Samsonov S.V. |
Paper, Slides, Code |
| Kseniia Petrushina |
Detection of Hallucinations in Multimodal Models Based on Internal Representations |
Alexander Panchenko |
Paper, Slides, Code |
| German Gritsai |
Verification of artificially generated text fragments |
Grabovoy A. V. |
Paper 1, Paper 2, Paper 3, Slides, Code |
| Ildar Khabutdinov |
Исправление Грамматических Ошибок в Домене Низкоресурсных Языков |
Grabovoy A. V. |
Paper 1, Paper 2, Slides |
| Bair Mikhailov |
Сегментация и объяснимое машинное обучение в задачах радиологии |
Dylov D.V |
Slides, Poster, Code |
Master’s Students (1st year)
| Student |
Topic |
Advisor |
Links |
| Nikita Kiselev |
Unraveling the Hessian: A Key to Smooth Convergence in Loss Function Landscapes |
Grabovoy A.V. |
Paper, Code, Slides |
| Daniil Dorin |
Декодирование визуальных стимулов из мультимодальных сигналов мозга |
Grabovoy A.V. |
Publication, Paper1, Paper2, Code1, code2, Slides |
| Kirill Semkin |
Time series classification in parameters space using NeuralODE |
Strijov V.V. |
Paper,Code,Slides, |
| Andrey Veprikov |
The optimal control problem in artificial intelligence systems with feedback loop |
Khritankov A.S. |
Paper, Code,Slides |
| Ilgam Latypov |
γ-Competitiveness: An Approach to Multi-Objective Optimization with High Computation Costs in Lipschitz Functions |
Dorn Y.V. |
Paper, Publication, Code, Slides |
| Ignashin Igor |
Stochastic Correspondences Frank-Wolfe |
Grabovoy A.V. |
Paper, Code, Slides |
| Babkin Petr |
Position Informed Convolution for Multi-Agent Curve Detection |
Shubin N.Y. |
Paper1, Code1, Paper2, Code2, Slides |
| Terentyev Alexander |
Inverse problems in modeling neural partial differential equations |
Strijov V.V. |
Paper, Code, Slides |
| Nasyrov Ruslan |
Decomposition of uncertainty in neural networks |
Zaytsev A. A. |
Paper, Code, Slides |
| Zabarianska Iryna |
Параметрические методы решения задачи о мосте Шредингера |
Alexander Korotin |
Paper, Code, Slides |
| Nikitina Maria |
Методы векторного представления глубоких генеративных моделей |
Bakhteev O. Yu. Bishuk A. Yu. |
Paper, Code, Slides |
| Kreinin Matvei |
Генерация обучающей выборки с помощью ограниченного набора данных |
Grabovoy A.V. |
Paper, Code, Slides |
| Sapronov Yuri |
Solving the ranking problem with continuous optimization methods |
Gasnikov A. V. |
Paper, Code, Slides |
| Voznyuk Anastasia |
Анализ неопределенности и внутренних представлений языковых моделей для поиска сгенерированных документов |
Grabovoy A.V. |
Paper 1, Paper 2, Paper 3, Code, Slides |
| Okhotnikov Nikita |
Improving algorithmic alignment with autoregressive memory |
Grabovoy A.V. |
Slides, Code, Paper |
Bachelor’s Students (4th year)
| Student |
Thesis topic |
Advisor |
Links |
| Papay Ivan |
Ordinal Classification Using Partially Ordered Feature Sets |
Strijov V.V. |
Code Paper Slides |
| Meshkov Vladislav |
ConvNets Landscape Convergence: Hessian-Based Analysis of Matricized Networks |
Grabovoy A.V. |
Paper, Code, Slides |
| Stepanov Ilia |
The use of synthetic data obtained using a generative neural network to improve the quality of detection models |
Grabovoy A.V. |
Paper, Code, Slides |
| Nabiev Muhammadsharif |
Inductive Bias in Model Selection |
Bakhteev O. Y. |
Paper, Code, Slides |
| Zadvornov Egor |
Forecasting social trends with high volatility |
Malkov A. S. |
Paper, Code, Slides |
| Rebrikov Aleksei |
Investigation of Neural Network Sparsification Mechanisms Based on Weight Importance |
Beznosikov A.N. |
Paper, Code, Slides |
| Firsov Sergey |
Neural architecture search with target hardware control |
Bakhteev O. Y. |
Paper, Code, Slides |
| Khafizov Fanis |
Adaptive Compression in Distributed Optimization |
Beznosikov A.N. |
Paper, Code, Slides |
| Eynullayev Altay |
Forecasting models in riemannian phase space |
Strijov V.V. |
Paper, Code, Slides |
| Rubtsov Denis |
Сходимость с оценкой вероятностей больших отклонений для задач выпуклой оптимизации и седловых задач в условиях повышенной гладкости |
[Gasnikov A.V.] |
Paper, Code, Slides |
| Kasiuk Vadim |
Application of compression operators in distributed optimization problems |
Beznosikov A.N. |
Paper, Code, Slides |
| Fedor Sobolevsky |
Application of Large Language Models for Hierarchical Summarization of Scientific Texts |
Vorontsov K.V. |
Code,Paper, Slides |
| Anastasiia Linich |
Топологический анализ математических доказательств, генерируемых большими языковыми моделями на формальном языке Lean4 |
Barannikov S.A. |
Code, Paper, Slides |
| Karpeev Gleb |
Порождающие модели для прогнозирования (наборов временных рядов) в метрическом вероятностном пространстве |
Strijov V.V. |
Code, Paper, Slides |
2024 Spring
PhD Students
| PhD Student |
Year |
PhD Topic |
Advisor |
Links |
| Vasiliy Alekseev |
4 |
Incompleteness and Instability of Topic Models |
Vorontsov K.V. |
Paper1, Paper2, Paper3; Slides1, Slides2 |
| 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, Text |
| Alexey Grishanov |
2 |
Applying Reinforcement Learning for Recommendation Platform Personalization |
Vorontsov K.V. |
Paper 1, Paper 2, Code, Slides |
| Panchenko Sviatoslav |
2 |
Graph diffusion models for the task of brain signal decoding |
Strijov V.V. |
Code, Slides, Paper1 |
| Pavel Severilov |
2 |
Decoding of multimodal signals of brain activity |
Strijov V.V. |
Paper1 Paper2 Thesis, Code, Slides Paper1 |
| Denis Tikhonov |
2 |
Attractor reconstruction for linearized system with miltilinear map |
Strijov V.V. |
Code, Slides Paper1 |
| Viktor Pankratov |
1 |
Probabilistic topic modeling |
Vorontsov K.V. |
Paper,Code,Slides |
Master’s Students (2nd year)
| Student |
Thesis topic |
Advisor |
Links |
| Klypa Roman |
Generative modeling for protein structure and interactions |
Grudinin S.V. |
Paper, Slides, Code |
| Kovaleva Maria |
Addition of external information for enhancement of local embeddings for event sequences data models |
Zaytsev A. A. |
Paper, Thesis, Slides, Code |
| Grigoriy Ksenofontov |
Adversarial Schrödinger Bridges |
Roman Isachenko |
Code, Slides, Draft, Draft |
| Konstantin Yakovlev |
Concordant Neural Architecture Search on Multidomain Data |
Bakhteev O. Y. |
Paper, Slides, Code |
| Tolmachev Alexander |
Information Bottleneck Analysis of Deep Neural Networks |
Alexey Frolov |
Paper, Paper2, Slides |
| Polina Barabanshchikova |
Tverberg type theorems |
Polyanskii A.A. |
Draft, Slides, Code |
| Alkin Emil |
Expressive Power of Recurrent Neural Networks, II |
Ivan Oseledets |
Draft, Slides, Code |
Master’s Students (1st year)
| Student |
Thesis topic |
Advisor |
Links |
| Boeva Galina |
Label Attention Network for Temporal Sets prediction |
Zaytsev A. A. |
Full Paper Paper, Slides, Code |
| Chumachenko Arina |
Machine learning methods for functional brain mapping |
Sharaev M. G. |
Paper, Slides, Code |
| Marat Khusainov |
Adaptive sampling methods using diffusion models |
Samsonov S.V. |
Paper, Slides , Code |
| Kornilov Nikita |
Optimal Flow Matching |
Gasnikov A.V. |
Paper, Slides, Code |
| Kseniia Petrushina |
Quantifying image realism via language model reasonings |
Alexander Panchenko |
Paper, Slides , Code |
| Parviz Karimov |
Representation learning for collections of data |
Isachenko R.V. |
Paper, Slides, Code |
| Dmitry Protasov |
Automatic Music Transcription |
Ivan Matveev |
Paper, Slides, Code |
| German Gritsai |
Automatic Detection of Machine Generated Texts |
Grabovoy A. V. |
Paper 1, Paper 2, Slides |
Bachelor’s Students (4th year)
| Student |
Thesis topic |
Advisor |
Links |
| Nikita Kiselev |
Bayesian Sample Size Estimation |
Grabovoy A. V. |
Thesis, Paper 1, Code 1, Paper 2, Code 2, Slides |
| Andrey Veprikov |
A Mathematical Model of the Hidden Feedback Loop Effect in Machine Learning Systems |
Khritankov A.S. |
Paper, Code, Slides |
| Ilgam Latypov |
Balancing Efficiency and Interpretability: A New Approach to Multi-Objective Optimization with High Computation Costs in Lipschitz Functions |
Dorn Y.V. |
Paper, Code, Slides |
| Anna Remizova |
reducing the dimension of the space of the trainable parameters in the domain adaptation problem |
Grabovoy A. V. |
Paper, Code, Slides |
| Anastasia Voznyuk |
Detection of machine-generated fragments based on text style change analysis |
Grabovoy A. V. |
Paper, Code, Slides |
| Dorin Daniil |
Spatial-temporal characteristics in the time series decoding |
Grabovoy A. V. |
Paper 1, Code 1, Paper 2, Code 2, Slides |
| Semkin Kirill |
Tensor decomposition and forecast for multidimensional time series |
Strijov V.V. |
Paper, Code, Slides |
| Nikitina Maria |
Analysis of distribution bias in contrastive learning |
Isachenko R.V. |
Paper, Code, Slides |
| Babkin Petr |
Differential Neural Ensemble Search with Diversity Control |
Bakhteev O.Yu. |
Paper, Code, Slides |
| Ignashin Igor |
Bayesian distillation of transformer-based models |
Grabovoy A. V. |
Paper, Code, Slides |
| Terentyev Alexander |
Classification of trajectories of dynamic systems using physically-informed neural networks |
Strijov V.V. |
Paper, Code, Slides |
| Matvei Kreinin |
Methods with preconditioning and weight decaying |
Beznosikov A.N. |
Paper, Code, Slides |
| Alexander Bogdanov |
Application of zero-order stochastic approximation with memoization technique in the Frank-Wolfe algorithm |
Beznosikov A.N. |
Paper, Code, Slides |
| Okhotnikov Nikita |
Interconnected latent representations for outfit generation task |
Isachenko R.V. |
Paper, Code, Slides |
| Oleinik Mikhail |
Knowledge distillation in deep neural networks using model structure alignment methods |
Bakhteev O.Y. |
Paper, Code, Slides |
2023 Fall
PhD Students
| PhD Student |
Year |
PhD Topic |
Advisor |
Links |
| 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 |
Master’s Students (2nd year)
| Student |
Thesis topic |
Advisor |
Links |
| Rustem Islamov |
Distributed Newton-Type Methods with Communication Compression and Bernoulli Aggregation |
Strijov V.V., Richtarik P. |
Paper, Code, Slides |
| Kovaleva Maria |
Addition of global information for enhancement of local embeddings for transactional data models |
Zaytsev A.A |
Paper, Slides |
| Tolmachev Alexander |
Information Bottleneck Analysis of Deep Neural Networks |
Alexey Frolov |
Paper, Slides |
| Klypa Roman |
Generative modeling for protein structure and interactions |
Grudinin S.V. |
Slides, Code |
| Polina Barabanshchikova |
Tverberg type theorems |
Polyanskii A.A. |
Paper, Slides |
| Konstantin Yakovlev |
Concordant Neural Architecture Search on Multidomain Data |
Bakhteev O. Y. |
Paper, Slides, Code |
| Grigoriy Ksenofontov |
Adversarial Schrödinger Bridges |
Roman Isachenko |
Code, Slides, Draft |
| Alkin Emil |
Expressive Power of Recurrent Neural Networks, II |
Ivan Oseledets |
Draft, Slides, Code |
Master’s Students (1st year)
| Student |
Topic |
Advisor |
Links |
|
| Yakovlev Konstantin |
Concordant Neural Architecture Search on Multidomain Data |
Bakhteev O. Y. |
Paper, Code, Slides |
|
| Galina Boeva |
Identifying the relationship between labels using an attention-based algorithm for the Next Basket Recommendation task |
Zaytsev A.A |
Paper Code Slides |
|
| Bair Mikhailov |
Undersampled MRI Reconstruction |
Dylov D.V |
Slides |
|
| Pavel Bartenev |
MRI data augmentation via conditional generative 3D inpainting |
Maxim Sharaev |
Slides Code |
|
| Kseniia Petrushina |
Detection of hallucinations of language models |
Alexander Panchenko |
Slides Code |
|
| Arina Chumachenko |
Machine learning methods for functional brain mapping |
Maxim Sharaev |
Slides |
Code |
| Nikita Kornilov |
Intermediate Gradients Methods with Relative Inexactness |
Alexandr Gasnikov |
Slides Code Paper |
|
| Dmitry Protasov |
Automatic Music Transcription |
Ivan Matveev |
Slides Code Draft |
|
| Parviz Karimov |
Representation learning for data point groups |
Roman Isachenko |
Slides Draft |
|
| Eduard Vladimirov |
Adversarial attacks on neural networks for time series |
Zaytsev A.A |
Slides Code Draft |
|
| Zharov Georgiy |
Search for an effective architecture for solving the problem of obtaining multimodal embeddings for three or more modalities |
|
Slides Code |
|
Bachelor’s Students (4th year)
| Student |
Thesis topic |
Advisor |
Links |
| Antyshev Tikhon |
Gradient Sliding for Saddle Point problems with one composite |
Gasnikov A. V. |
Code Paper Slides |
| Kiselev Nikita |
Bayesian Sample Size Estimation |
Grabovoy A. V. |
Paper, Code, Slides |
| Kreinin Matvei |
On methods with preconditioning and weight decaying |
Beznosikov A. N. |
Paper, Code, Slides |
| Ilgam Latypov |
Research On multicriteria optimization using Shapley Value |
Dorn Y.V. |
Paper, Code, Slides |
| Anastasiia Vozniuk |
Detection of Machine-Generated Fragments in Text |
Grabovoy A.V. |
Paper, Code, Slides |
| Terentyev Alexander |
Classification of trajectories of dynamic systems with physics-informed neural networks |
Strijov V.V. |
Paper, Code, Slides |
| Veprikov Andrey |
A mathematical model of the hidden feedback loop effects in machine learning systems |
Khritankov A.S. |
Paper, Code, Slides |
| Ignashin Igor |
Bayesian distilation of transformer-based models |
Grabovoy A.V. |
Paper, Code, Slides |
| Remizova Anna |
Altering latent representation in the audio style transfer task |
Grabovoy A.V. |
Paper, Code, Slides, Paper handwritten draft |
| Babkin Petr |
Differential neural ensemble search with diversity control |
Bakhteev O.Y. |
Paper, Code, Slides |
| Nikitina Maria |
Analysis of distribution bias in contrastive learning |
Isachenko R.V. |
Paper, Code, Slides |
| Oleinik Mikhail |
Knowledge distillation in deep neural networks using model structure alignment methods |
Bakhteev O.Y. |
Paper, Code, Slides |
| Semkin Kirill |
Tensor-SSA method in application to time series decomposition |
Strijov V.V. |
Paper, Code, Slides |
| Bogdanov Alexander |
New Aspects of Black Box Conditional Gradient: Variance Reduction and One Point Feedback |
Beznosikov A. N. |
Paper, Code, Slides |
| Dorin Daniil |
Spatial-temporal characteristics in the time series decoding |
Grabovoy A. V. |
Paper, Code, Slides |
| Okhotnikov Nikita |
Interconnected latent representations for outfit generation task |
Isachenko R.V. |
Paper, Code, Slides |
2023 Spring
PhD Students
| PhD Student |
Year |
PhD Topic |
Advisor |
Links |
| 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) |
Master’s Students (2nd year)
| Student |
Thesis topic |
Advisor |
Links |
| Rustem Islamov |
Distributed Newton-Type Methods with Communication Compression and Bernoulli Aggregation |
Strijov V.V., Richtarik P. |
Paper, Code, Slides |
| Filatov Andrei |
Text interfaces for event sequences |
Strijov V.V. |
Paper, Slides |
| Shokorov Viacheslav |
Bootstrapping of neural network ensembles |
Vetrov D.P. |
Text (draft) Slides, Code |
| Safiullin Robert |
Multimodel representation of dynamic systems |
Strijov V.V. |
Paper Slides, Code |
| Bishuk Anton |
Controlled Graph Generation |
Zukhba A.V. |
Paper, Code, Slides |
| Pankratov Viktor |
Probabilistic topic modeling |
Vorontsov K.V. |
Paper, Code, Slides |
| Grebenkova Olga |
Automatic detection of focal cortical dysplasia for sparse data representation |
Burnaev E |
Draft, Code, Slides Paper |
| Nadezhda Alsahanova |
Selection of tensor representations for multiview forecasting |
Strijov V.V. |
Draft, Code, Slides |
Master’s Students (1st year)
Bachelor’s Students (4th year)
| Student |
Thesis topic |
Advisor |
Links |
| Antyshev Tikhon |
Gradient Sliding for Saddle Point problems with one composite |
Gasnikov A. V. |
Code Paper Slides |
| Kornilov Nikita |
Gradient Free Methods for Non-Smooth Convex Stochastic Optimization with Heavy Tails on Convex Compact |
Gasnikov A. V. |
Code Paper Slides |
| Lukyanenko Ivan |
Detection of manipulations and its targets in news texts |
Vorontsov K.V. |
Code, Text, Slides |
| Zharov Georgiy |
Classification of manipulative fragments in news texts |
Vorontsov K.V. |
Code, Slides |
| Vladimirov Eduard |
Choosing a state space model in a neural decoding problem |
Strijov V.V. |
Code1, Code2, Slides |
| Molozhavenko Alexander |
Solution of a block multidimensional eigenvalues search problem |
Gasnikov A.V. |
Slides, Code |
2022 Fall
PhD Students
| PhD Student |
Year |
PhD Topic |
Advisor |
Links |
| 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 |
| |
|
|
|
|
Master’s Students (2nd year)
| Student |
Thesis topic |
Advisor |
Links |
| Andrei Filatov |
Infinite transformers |
Strijov V.V. |
Paper, Code, Slides |
| Rustem Islamov |
Distributed Newton-Type Methods with Communication Compression and Bernoulli Aggregation |
Strijov V.V., Richtarik P. |
Paper, Code, Slides |
| Bishuk Anton |
Controlled Graph Generation |
Zukhba A.V. |
Paper, Code, Slides |
| Grebenkova Olga |
Automated detection of focal cortical dysplasia |
Burnaev E |
Slides Acceptance letter |
| Safiullin Robert |
Multimodel representation of dynamic systems |
Strijov V.V. |
Paper, Code, Slides |
| Shokorov Viacheslav |
Deep ensembles bootstrapping |
Vetrov D.P. |
Notes, Code |
| Pankratov Viktor |
Probabilistic topic modeling |
Vorontsov K.V. |
Paper, Code, Slides |
| Alsahanova Nadezhda |
Selection of tensor representations for multiview forecasting |
Strijov V.V. |
Paper, Code, Slides |
Master’s Students (1st year)
Bachelor’s Students (4th year)
| Student |
Thesis topic |
Advisor |
Links |
| Eduard Vladimirov |
Ways to account for data noise in a Neural ODE model |
Strijov V.V. |
Paper, Code, Slides |
| Antyshev Tikhon |
Zero-order Mirror Descent for Saddle Point Problems |
Gasnikov A.V. |
Paper, Code, Slides |
| Ivan Lukyanenko |
Joint NER and RE in manipulation news |
Vorontsov K.V. |
Code Slides |
| Kornilov Nikita |
Gradient Free Optimization with Infinite Variance |
Gasnikov A.V. |
Paper, Slides |
| Georgiy Zharov |
Search for manipulations and their relations with named entities in texts |
Vorontsov K.V. |
Slides |
| Molozhavenko Alexander |
Solution of a block multidimensional eigenvalues search problem |
Gasnikov A.V. |
Slides, Code |
2022 Spring
PhD Students
| PhD Student |
Year |
PhD Topic |
Advisor |
Links |
| 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 |
Master’s Students (2nd year)
| Student |
Thesis topic |
Advisor |
Links |
| Petr Mokrov |
Wasserstein gradient flows: modeling and applications |
Burnaev E.V. |
Paper, Code, Slides |
| Denis Tikhonov |
Quasiperiodic time signals classification with spherical harmonics |
Strijov V.V. |
Paper, Code, Slides |
| Natalia Varenik |
Building a connectivity map of functional groups in the problem of decoding brain signals |
Strijov V.V. |
Paper, Code, Slides |
| Alexey Grigorev |
Regularization of neural layer via construction of frame in parameter space |
Gneushev A.N. |
Slides, Code, Paper |
| Kolesov Aleksandr |
Adverasrial method for Transfer Learning based on Optimal Transport |
Bakhteev O.Y |
Paper, Code, Slides |
| Severilov Pavel |
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 |
Bilinearity of geometric product for the task of signal decoding |
Strijov V.V. |
Paper, Slides Code |
| Grishanov Alexey |
Application of Reinforcement Learning for recommendation system personalization |
Vorontsov K.V. |
Paper, Slides, Сode |
Master’s Students (1st year)
Bachelor’s Students (4th year)
| Student |
Thesis topic |
Advisor |
Links |
| Mariya Gorpinich |
Metaparameter optimization in knowledge distillation |
Bakhteev O.Yu. |
Code, Slides, Paper |
| Vyacheslav Gorchakov |
Importance Sampling Approach to Chance-Constrained DC Optimal Power Flow |
Maximov Y.V. |
Paper, Code, Slides |
| Antonina Kurdyukova |
Dimensionality reduction of the phase space in canonical correlation analisys |
Strijov V.V., Isachenko R.V. |
Code, Slides, Paper |
| Anton Pilkevich |
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 |
Selection of concordant architectures with complexity control |
Bakhteev O.Y. |
Paper Code, Slides |
| Khristolyubov Maxim |
Approximation of the phase trajectory of the time series |
Strijov V.V. |
Paper Code, Slides |
2021 Fall
PhD Students
Master’s Students (2nd year)
Master’s Students (1st year)
Bachelor’s Students (4th year)
| Student |
Thesis topic |
Advisor |
Links |
| Antonina Kurdyukova |
Phase detection of human motions with signals of wearable devices |
Strijov V.V. |
Paper, Code, Slides |
| Anton Pilkevich |
Clustering of news text messages based on polar opinions |
Vorontsov K.V. |
|
| Gorpinich Mariya |
Metaparameter optimization in knowledge distillation |
Bakhteev O.Yu. |
Paper, Code, Slides |
| Vyacheslav Gorchakov |
Importance Sampling Approach to Chance-Constrained DC Optimal Power Flow |
Maximov Y.V. |
Paper, Code |
| Konstantin Yakovlev |
Selection of concordant architectures with complexity control |
Bakhteev O.Y. |
Code, Slides |