List of projects, NLA 2020

Team	Students	Project title	Presentation & source code
1	Denis Kuznedelev, Daria Chaplygina, Dmitry Biba, Leonid Kulikov, Ghaith Mqawass	Optimal transport problem	Presentation, source code
2	Nikolay Patakin, Assel Yermekova, Varvara Shushkova, Ildar Gabdrakhmanov, Yaroslav Pudyakov	Analysis of SVD Deep Neural Network parametrization	Presentation, source code
3	Andreea Dogaru, Timotei Ardelean, Alsu Vakhitova	Fast Matrix Normalization for bilinear pooling using Rank-1 Update	Presentation, source code
4	Mark Zakharov, Ilya Dubovitskii, Elmira Volkova, Anton Dmitriev	Comparison of Performer, Linformer and vanilla transformer in terms of memory consumption, inference speed and quality	Presentation, source code
5	Evgeny Lagutin, Pavel Burnyshev, Daniil Moskovsky, Valentin Samokhin	NetGAN without GAN: from random walks to low-rank approximations	Presentation, source code
6	Artem Vazhentsev, Artur Bulanbaev, Lev Kosolapov, Dmitry Galkin, Alexey Voskoboinikov	Neural Tensor Networks for image classification	Presentation, source code
7	Dmitry Voloskov, Gabriel Rozzonelli, Marsel Ishimbaev, Maxim Stupin	Randomized model order reduction	Presentation, source code
8	Anna Klyueva, Ilya Nachinkin, Matvey Morozov	Compression of Deep Convolutional Neural Nerworks for Fast and Low Power Mobile Applications	Presentation, source code
9	Emmanuel Akeweje, Yatipa Chaleenutthawut, Mohammed Deifallah, Nikita Koritskiy, Suparat Srifa	SVD-based methods for image quality assessment	Presentation, source code
10	Daria Ustinova, Anastasiia Smeshko, Evgeny Avdotin	Compressed sensing decoder	Presentation, source code
11	Valerii Baianov, Dmitrii Leshchev, Gleb Mezentsev	Nonnegative matrix factorization for link prediction in directed complex networks using PageRank and asymmetric link clustering information	Presentation, source code
12	Ekaterina Kuzmina, Dmitrii Krukov, Dmitrii Gromyko, Ilya Barskiy	Fast Deterministic CUR Matrix Decomposition	Presentation, source code
13	Yana Khassan, Vladimir Omelyusik, Yuliya Tukmacheva	DNC and FNC Methods for Spectral Clustering	Presentation, source code
14	Elizaveta Kovtun, Olesya Kuznetsova, Dmitrii Korzh	What if Neural Networks had SVDs?	Presentation, source code
15	Maxim Brazhnikov, Maxim Kuznetsov, Oleg Desheulin, Denis Rakitin, Anita Soloveva	Voice Gender Detection using Tensor Power Method	Presentation, source code
16	Julia Moroz, Olga Goldobina, Alexander Telepov, Maksim Pankratov	Watermarking colored image using SVD	Presentation, source code
17	Grigory Yaremenko, Iskander Akmanov, Kundyz Onlabek, Nina Aleskerova	Fast Pseudoinverse Method for Sparse Feature Matrices	Presentation, source code
18	Elvira Plumite, Nina Konovalova, Ekaterina Radionova, Albina Klepach	Principal component analysis as a game with Nash Equilibrium	Presentation, source code
19	Dmitriy Derbyshev, Georgiy Kozhevnikov	AA-ICP: Iterative Closest Point with Anderson Acceleration	Presentation, source code
20	Alexander Kagan, Nadezhda Alsahanova, Pavel Andreev, Petr Mokrov, Sofya Ivolgina	Matrix exponential for machine learning	Presentation, source code
21	Elizaveta Lysova, Ekaterina Orlova, Mikhail Zybin	Spectral Graph Layout	Presentation, source code
22	Daniil Cherniavskii, Vanessa Skliarova, Aleksei Panchenko, Saveliy Galochkin	Active Subspace of Neural Networks: Structural Analysis	Presentation, source code
23	Aider Fazilov, Denis Logashov, Andrei Smirnov	Comparison of effectiveness of different precoder approaches	Presentation, source code
24	Vitaly Ugnivenko, Liliya Lemikhova, Mikhail Kuimov, Nikita Kubrakov	Methods of Images Contrast Enhancement	Presentation, source code
25	Nikolay Goncharov, Denis Rollov, Svetlana Gabdullina	Factorization in recommender systems	Presentation, source code
26	Maxim Komatovskiy, Nazerke Sandibay, Anastasia Sozykina	Tensor/Matrix factorization for Reinforcement Learning	Presentation, source code
27	Anton Antonov, Nicholas Babaev	Fast and Accurate Pseudoinverse with Sparse Matrix Reordering and Incremental Approach	Presentation, source code
28	Shakir Sofi, Razan Dibo	Model Order Reduction of electrical circuits	Presentation, source code
29	Maria Donskova, Alexander Nevarko, Alexey Shevtsov, Konstantin Soshin	Cassini Ovals and Their Applications	Presentation, source code