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