2023
PhD’s Theses
| Student | Thesis topic | Scientific adviser | Link to Project | Link to Paper | Link to Slides | |:—:|:—:|:—:|:—:|:—:|:—:|
Master’s Theses
| Student | Thesis topic | Scientific adviser | Link to Project | Link to Paper | Link to Slides |
|---|---|---|---|---|---|
| Olga Grebenkova | Automatic detection of focal cortical dysplasia for sparse data representation | Burnaev E.V. | Project | Thesis | Slides |
| Nadezhda Alsahanova | Selection of tensor representations for multiview forecasting | Strijov V.V. | Project | Thesis | Slides |
Bachelor’s Theses
| Student | Thesis topic | Scientific adviser | Link to Project | Link to Paper | Link to Slides | |:—:|:—:|:—:|:—:|:—:|:—:|
2022
PhD’s Theses
| Student | Thesis topic | Scientific adviser | Link to Project | Link to Paper | Link to Slides |
|---|---|---|---|---|---|
| Andrey Grabovoy | Bayesian Distilation | Strijov V.V. | Project | Thesis | Slides |
Master’s Theses
| Student | Thesis topic | Scientific adviser | Link to Project | Link to Paper | Link to Slides |
|---|---|---|---|---|---|
| Alexey Grigorev | Regularization of neural layer via construction of frame in parameter space | Gneushev A.N. | Project | Thesis | Slides |
| Natalia Varenik | Building a connectivity map of functional groups in the problem of decoding brain signals | Strijov V.V. | Project | Thesis | Slides |
| Pavel Severilov | Choosing the optimal model in the problem of modeling dynamics of a physical system by neural networks | Strijov V.V. | Project | Thesis | Slides |
| Panchenko Sviatoslav | Bilinearity of geometric product for the task of signal decoding | Strijov V.V. | Project | Thesis | Slides |
| Alexey Grishanov | Application of Reinforcement Learning for recommendation system personalization | Vorontsov K.V. | Project | Thesis | Slides |
| Petr Mokrov | Wasserstein gradient flows: modeling and applications | Burnaev E.V. | Project | Thesis | Slides |
| Tikhonov Denis | Forecasting models selection for quasi-periodic time series | Strijov V.V. | Project | Thesis | Slides |
| Kolesov Alexander | Adversarial training approach for a neural network in Transfer Learning problem | Bahteev O.Y. | Project | Thesis | Slides |
Bachelor’s Theses
| Student | Thesis topic | Scientific adviser | Link to Project | Link to Paper | Link to Slides |
|---|---|---|---|---|---|
| Kurdyukova Antonina | Dimensionality reduction in the phase space in canonical correlation analysis | Strijov V.V. | Project | Thesis | Slides |
| Gorpinich Mariya | Metaparameter optimization in knowledge distillation | Bakhteev O.Yu. | Project | Thesis | Slides |
| Gorсhakov Vyacheslav | Importance Sampling Approach to Chance-Constrained DC Optimal Power Flow | Maximov Y.V. | Project | Thesis | Slides |
| Pilkevich Anton | Optimization of the criterion given by the neural network model in the text detoxification task | Strijov V.V. | Project | Thesis | Slides |
| Khristolybov Maxim | Model parameter space for phase trajectory approximation | Strijov V.V. | Project | Thesis | Slides |