In the fall of 2025 (November 10-19), a 2nd Conference–School On Tensor Methods in Mathematics and Artificial Intelligence Computing for senior students on tensor methods in mathematics and data sciences is planned on the campus of the joint Shenzhen MSU-BIT University. The school is targeting the lectures for undergraduates, graduate students and young researchers. The mini-conference for the young researchers and invited speakers will be also scheduled for November 17-19 within the days of this school. The poster session of young scientists is preliminary planned for the morning time of November 17 and November 17-19 will be dedicated to the invited talks.
The topics of lectures and workshops presentations include but not limited to
- novel algorithms and theory for tensor decompositions,
- advanced optimization techniques,
- randomized techniques and processing of noisy data,
- applications of low-rank tensors and optimization in data sciences,
- applications of tensor and optimization methods in wireless communications.
We hope to increase the interest and skills of the students in the covered materials through the school and boost new research activities devoted to listed topics.
No fees are needed for the school. The student accommodation on campus will be supported and covered by Shenzhen MSU-BIT University!
Travel grants for the flights for the young researchers, students and even undergraduates might be obtained if the students prepares a research presentation (poster) based on his/her peer-reviewed publication.
Lecturers of the mini-courses and review lectures of the school:
Mini-courses:
- Eugene Tyrtyshnikov, Group theory and Krylov subspaces (2 lectures)
- Vladimir Temlyakov, Brief introduction in greedy approximation (3 lectures)
-
Stefano Serra Capizzano, GLT ∗-algebras, low-rank matrix-sequences, and the GLH-class: from theory to applications (4 lectures)
- Carmine Di Fiore, Matrix Algebras and Numerical Algorithms (3 lectures)
- Yimin Wei, Randomized algorithm on tensor decomposition (2 lectures)
- Andrey Fursov, On stabilization of switched linear systems (2 lectures)
- Evgeny Atamas, Introduction to data driven control (2 lectures)
- Mikhail Pautov, Estimating the probabilities of large deviations of bounded random variables (2 lectures)
- Stanislav Morozov, Low-rank Chebyshev approximations of matrices and tensors (2 lectures)
Review lectures:
- Petr Borodin , Approximation of a two-variate function by its crosses
- Michela Redivo-Zaglia, Theory and applications of extrapolation methods
- Claude Brezinski, History of extrapolation methods
- Sergey Matveev, Matrix calculations for graph-inspired problems (Simrank and Pagerank models)
SCHEDULE IS AVAILABLE:
| 2nd School On Tensor Methods in Mathematics and Artificial Intelligence Computing | ||||||||
| Time | 9 (Sunday) | 10 (Monday) | 11 (Tuesday) | 12 (Wednesday) | 13 (Thursday) | 14 (Friday) | 15 (Saturday) | 16 (Sunday) |
| 9-00-9-30 | Registration, morning coffee. Greetings (30 min) |
Atamas E. I.
– 1 (1 hour) |
Atamas E. I.
– 2 (1 hour) |
Pautov M. –
2 (1 hour) |
Serra-Capizzano S.
– 3 (1 hour) |
Fursov A. S.
-2 (1 hour) |
||
| 9-30 – 10-00 | Opening (30 min) | |||||||
| 10-00 – 10-30 | Tyrtyshnikov E. E.
— 1 (1 hour) |
Di Fiore C.
– 1 (1 hour) |
Pautov M.
-1 (1 hour) |
Yimin Wei
-1 (1 hour) |
Serra-Capizzano S.
– 4 (1 hour) |
Morozov S. V.
-2 (1.5 hour) |
||
| 10-30 – 11-00 | ||||||||
| 11-00 – 11-30 | Temlyakov V. N.
— 1 (1.5 hour) |
Temlyakov V. N.
– 2 (1.5 hour) |
Borodin P. A.
(1.5 hour) |
Yimin Wei
-2 (1.5 hour) |
Temlyakov V. N.
– 3 (1.5 hour) |
|||
| 11-30 – 12-00 | Open Discussions | |||||||
| 12-00 – 12-30 | ||||||||
| 12-30 – 14-00 | LUNCH | LUNCH | LUNCH | LUNCH | LUNCH | LUNCH | ||
| 14-00 – 14-30 | Registration | Matveev S. A.
(1 hour) |
Serra-Capizzano S.
-1 (1 hour) |
Di Fiore C.
– 2 (1 hour) |
Serra-Capizzano S.
-2 (1 hour) |
Di Fiore
– 3 (1 hour) |
||
| 14-30 – 15-00 | ||||||||
| 15-00 – 15-30 | Morozov S. V.
– 1 (1.5 hours) |
Brezinski C.
(1.5 hours) |
Fursov A. S.
-1 (1.5 hour) |
Redivo-Zaglia M.
(1.5 hour) |
Tyrtyshnikov E. E.
– 2 (1.5 hour) |
|||
| 15-30 – 16-00 | ||||||||
| 16-00 – 16-30 | ||||||||
| 16-30 – 17-00 | ||||||||
| 17-00 – 17-30 | ||||||||
| 18-00 – 20-00 | Dinner | Dinner | Dinner | Dinner | Dinner | |||
Applications are already welcome!
- Preliminary deadline for applications is
June 15.
THE DEADLINE IS EXTENDED UNTIL JUNE 25!
To participate in the competitive selection for participation in the School, you must send a letter to shenzenschool@gmail.com containing:
- Full name, contact details;
- Name of the university, faculty, department, course number or year of graduate school;
- Information about the scientific supervisor (full name, e-mail, contact phone number);
- A letter of recommendation from a supervisor (strictly desirable);
We also advice to attach:
- For students – GPA for sessions, topics of coursework and grades for them; for graduate students – GPA in the diploma, topic of the thesis and the candidate’s dissertation being prepared, specialty, grades for candidate exams in the specialty;
- Information about publications, participation in conferences, awards, etc.
- If you wish to make a short report on the topic of your research – the title of the report (in English). This is mandatory for obtaining the travel grants.
Preliminary list of speakers:
| 1. Eugene Tyrtyshnikov |
INM RAS and Lomonosov MSU
|
| 2. Vladimir Temlyakov | Steklov Institute of Mathematics, RAS |
| 3. Stanislav Budzinskiy |
University of Vienna
|
| 4. Vladimir Kazeev |
University of Vienna
|
| 5. Vasiliy Fomichev |
Lomonosov MSU
|
| 6. Alexander Osinsky |
Skoltech and INM RAS
|
| 7. Sergey Matveev |
Lomonosov MSU and INM RAS
|
| 8. Yanfang Mo |
Lingnan University, Hong Kong
|
| 9. Alexander Aptekarev |
Keldysh Institute of Applied Mathematics
|
| 10. Dmitry Ignatov | HSE University |
| 11. Petr Borodin | Lomonosov MSU |
| 12. Sean Hon | Hong Kong Baptist University |
| 13. Andrei Krylov |
Lomonosov MSU
|
| 14. Mikhail Kirichenko | RTT Lab, Lomonosov Research Institute |
| 15. Sergey Kabanikhin |
Sobolev Institute of Mathematics
|
| 16. Vladimir Lyashev |
Lomonosov Research Institute
|
| 17. Claude Brezinski |
University of Lille, France
|
| 18. Michela Redivo-Zaglia |
University of Padua
|
| 19. Raymond Chan |
Lingnan University, Hong Kong
|
| 20. Chao Wang | Southern University of Science and Technology |
| 21. Michael Ng |
Hong Kong Baptist University
|
| 22. Yimin Wei | Fudan University |
| 23. Stefano Serra-Cappizano | Insubria University and Uppsala University |
| 24. Sergei Petrov |
Khalifa University and INM RAS
|
| 25. Ekaterina Muravleva | Skoltech |
| 26. Ye Zhang |
Shenzhen MSU-BIT Univesity
|
| 27. Ronald Lui | Chinese University of HK |
| 28. Maxim Shishlenin |
Sobolev Institute of Mathematics
|
| 29. Vladimir Sulimov |
Lomonosov MSU
|
| 30. Mikhail Pautov | AIRI, ISP RAS |
| 31. Stanislav Morozov |
INM RAS and HSE University
|
| 32. Carmine Di Fiore | Tor Vergata |
SCHEDULE OF THE CONFERENCE:
| 2nd Conference On Tensor Methods in Mathematics and Artificial Intelligence Computing | |||
| Time | 17 (Monday) | 18 (Tuesday) | 19 (Wednesday) |
| 8-30 – 9-00 | Registration and welcome coffee |
Morning coffee | Morning coffee |
| 9-00 – 9-30 | Welcome speech: SMBU, MSU and LRI |
Michela Redivo-Zaglia Topic: The birth of orthogonal polynomial |
Maksim Shishlenin Topic: Matrix methods in ill-posed and inverse problems |
| 9-30 – 10-00 | Group photo | Chao Wang Topic: Variational Bayesian inference |
Sergey Kabanikhin Topic: Nonlinear Direct and Inverse Problems and Linear Neural Networks |
| 10-00 – 10-30 | Eugene Tyrtyshnikov Topic: Open questions for CP decomposition |
Stanislav Budzinskiy Topic: Approximation guarantees for LRA in the Chebyshev norm |
Sergey Matveev Topic: Matrix Calculations for graph-inspired problems (Simrank and Pagerank modeles) |
| 10-30 – 11-00 | Vladimir Temlyakov Topic: Greedy algorithms in numerical integration |
Yimin Wei Topic: Algebraic Riccati Tensor Equations with Applications in Multilinear Control Systems |
Ye Zhang Topic: Universal approximation theorems for deep neural networks for ill-posed inverse problems |
| 11-00 – 11-30 | COFFEE BREAK | Yao Yiwu Topic: Key technology and challenge in Ascend Inference Acceleration |
COFFEE BREAK |
| 11-30 – 12-00 | Bai Bo Topic: Forget BIT, It is All about TOKEN: Towards Semantic Information Theory for LLMs |
COFFEE BREAK | Raymond Chan Topic: Exploring Structural Sparsity of Coil Images using 3-Dimensional Directional Tight Framelets in SENSE Reconstruction |
| 12-00 – 12-30 | Alexander Osinsky Topic:Improved subset selection for matrics |
POSTER SESSION | Vladimir Kazeev Topic: Parametric tensor networks |
| 12-30 – 13-00 | Ekaterina Muravleva Topic: Machine learning for numerical analysis and mathematical modelling |
POSTER SESSION | Yanfang Mo Topic: A structure-tensor approach to integer matrix completion in indivisible resource allocation |
| 13-00 – 14-00 | LUNCH | LUNCH | LUNCH |
| 14-00 – 14-30 | Sean Hon Topic: An optimal parallel-in-time preconditioner for parabolic optimal control problems |
Stanislav Morozov Topic: Alternance structures in low-rank entry-wise approximations |
Mikhail Pautov Topic: From White to Black: an iterative approach to assess the robustness of black-box neural networks with convergence guarantees |
| 14-30 – 15-00 | Ronald Lui Topic: High-Dimensional Quasiconformal Mapping Problems and Their Applications |
Vladimir Sulimov Topic: Global optimization algorithm, SOL-P program |
Mikhail Kirichenko Topic: Era of Data in Wireless |
| 15-00 – 15-30 | Alexander Aptekarev Topic: Ensembles of random matrices and applications to Brownian bridges, Laplacian growth |
Andrey Krylov Topic: Hybrid Methods in Computer Vision |
Vladimir Lyashev, Nikolay Stulov Topic: Conditional Computing in Large Language Model |
| 15-30 – 16-00 | COFFEE BREAK | COFFEE BREAK | CLOSING AND COFFEE |
| 16-00 – 16-30 | Claude Brezinski Topic: The Perron-Frobenius and Stein-Rosenberg theorems with the biographies of their authors |
Dmitry Ignatov Topic: Boolean matrix and tensor factorisations for Recommender Systems |
|
| 16-30 – 17-00 | Sergei Petrov Topic: Per-antenna power constraints: constructing Pareto-optimal precoders with cubic complexity |
Yi Fei Topic: Overview and Challenges of Huawei Computing Industry & Computing Product Line |
|
| 17-00 – 17-30 | |||
| 18-00 – 20-00 | Dinner | Dinner | Dinner |
List of posters:
4. Leonid Burtsev, Sergey Petrov, Nikolai Zamarashkin, Reconstruction of the channel tensor based on information about the product of channel matrices
5. Roman Dyachenko, Statistical Guarantees for Tensor Train, CP, Tucker Recovery
6. Mikhail Fedorov, Building Measurement Matrix for Compressed Sensing Multi-User Wireless Channel Estimation
7. Fedorovskii Semyon, Growth of the Chebyshev Norm in Matrices Under Maximal Cross-Approximations (BEST POSTER AWARD)
8. Ivan Kolesnikov, Vladimir Lyashev, Tensor MIMO precoder with prior channel parameters knowledge
9. Kopnina Irina, Matveev Sergey, MIMO channel prediction using DMD and Tensor decomposition
10. Ilya Kosolapov, Tatiana Sheloput, Nikolay Zamarashkin, Dmitry Zheltkov, Roman Dyachenko, Analysis of Perturbation Coefficients in the Problem of Filtering Nonlinear Distortions in Fiber Optics
11. Ivan Kozyrev, Alexander Osinsky, Greedy Algorithms for Submatrices with Bounded Pseudoinverse
12. Stanislav Krikunov, Tensor Train Neural Network for External PIM cancellation in FDD Massive MIMO
13. Nikolay Yudin, Alexander Gaponov, Sergei Kudriashov, Maxim Rakhuba, Pay Attention to Softmax Scores: A New Local Lipschitz Bound for Transformers
14. Andrey Misharin, Aleksandr Maslovskiy, Multi-objective Bayesian Optimization of Predistortion Functionals with Hyperparameter Importance Analysis
15. Vladimir Bogachev, Vladimir Aletov, Alexander Molozhavenko, Denis Bobkov, Vera Soboleva, Maxim Rakhuba, LoRAmeets Riemannion: Muon Optimizer for Parametrization-independent Low-Rank Adapters (BEST POSTER AWARD)
16. Yakov Pchelintsev, Empirical mode decomposition for data augmentation in tensor methods
17. Damiano Ricci, Outliers-Free Optimal Spline Spaces: Characterization via the Commutator and Joint Diagonalization
18. Aleksandr Degtyarev, S. A. Bakhurin, Dynamic DPD power mode resource reduction on base of tensor rank decomposition
19. Alexandra Povoroznyuk, Leonid Burtsev, Sergey Matveev, Practical Overview of Low-Rank Matrix and Tensor Based Compression of Convolutional Neural Networks
20. Arsenii Pozdniakov, Behavior and convergence of AMEn
21. Savrasov Gennadii, Kozlov Yaroslav, Begishev Ruslan, Tsybina Olga, Onboard Visual-Inertial Odometry for UAV
22. Shuvalov Denis, Dorokhin Semyon, Mikhail Makurin, Complexity Reduction of the Super-Resolution Iterative Reweighted Algorithm For MIMO-OFDM Tensor Channel
23. Matvey Smirnov, Ekaterina Grishina, Maxim Rakhuba, Optimal polynomials and orthogonal Procrustes problem
24. Akhmatali Taumurzaev, Nikolai Zamarashkin, Channel Prediction Using Low-Rank Approximations and the Unscented Kalman Filter
25. Ilya Tretyak, Sergey Matveev, Riemannian integration of Smoluchowski equation using quantized tensor trains
26. Uliana Parkina, Maxim Rakhuba, COALA: Numerically Stable and Efficient Framework for Context-Aware Low-Rank Approximation
27. Sergey Petrov, Dmitry Zheltkov, Bulat Valiakhmetov, Faster ALS Iterations
28. Sergei Zamiatin, The tensor network method for the classical Heisenberg magnet (BEST POSTER AWARD)
29. Babenko Mikhail, Nikolai Zamarashkin, Development of a low-complexity algorithm for canonical approximation of low-rank tensors in noise filtering tasks
30. Kunavin Andrei, Dorokhin Semyon, Lyashev Vladimir, Design of scanning beams for compressed sensing beam alignment in phased array MIMO systems
31. Bo Li, Yong Chen, Eugene Tyrtyshnikov, Approximation error bound of single-layered tensor-train neural network
Accepted students:
1. Misharin Andrey Valeryevich, faculty of Physics MSU
2. Babenko Mikhail Aleksandrovich, IMM RAS
3. Begishev Ruslan Renatovich, CMC MSU
4. Blagodarny Aleksandr Sergeevich, MIPT
5. Bogdanova Olesya Aleksandrovna, CMC MSU
6. Burtsev Leonid Andreevich, CMC MSU
7. Degtyaryov Aleksandr Andreevich, MIPT
8. Dyachenko Roman Romanovich, Skoltech
9. Zakalskaya Ksenia Vyacheslavovna, CMC MSU
10. Zamyatin Sergey Vladimirovich, CMC MSU
11. Ishchenko Yulia, CMC MSU
12. Kolesnikov Ivan Nikolaevich, MIPT
13. Kozyrev Ivan Nikolaevich, MIPT / IMM RAS
14. Kopnina Irina Andreevna, CMC MSU
15. Kosolapov Ilya Artemovich, MIPT / IMM RAS
16. Krikunov Stanislav Aleksandrovich, Skoltech
17. Kudryashov Sergey, HSE Faculty of Computer Science
18. Kunavin Andrey Alekseevich, MIPT FRTK
19. Molozhavenko Aleksandr Aleksandrovich, MIPT / HSE Faculty of Computer Science
20. Nadolsky Mikhail Aleksandrovich, CMC MSU
21. Parkina Ulyana Romanovna, HSE Faculty of Computer Science
22. Parfenov Valery Romanovich, MIPT
23. Povoroznyuk Aleksandra Pavlovna, CMC MSU
24. Pozdnyakov Arseniy Konstantinovich, CMC MSU
25. Polyakov Andrey Nikolaevich, CMC MSU
26. Pchelintsev Yakov Antonovich, CMC MSU
27. Savrasov Gennady Aleksandrovich, CMC MSU
28. Smirnov Matvey Stanislavovich, CMC MSU
29. Taumurzaev Akhmatali Kanamatovich, CMC MSU
30. Tretyak Ilya Dmitrievich, MIPT / INM RAS
31. Fedorov Mikhail Dmitrievich, MIPT
32. Fedorovsky Semyon Sergeevich, Mechanics & Mathematics Faculty MSU
33. Khmyrov Aleksey Konstantinovich, CMC MSU
34. Shengelia Anastasia, CMC MSU
35. Shuvalov Denis Vasilievich, MIPT
36. Valiakhmetov Bulat Ildarovich, CMC MSU
37. Yamoldin Vladimir Alekseevich, CMC MSU
38. Arianna Bellocchi, Tor Vergata
39. Annaluce Campoli, Tor Vergata
40. Gaia El Malah, Tor Vergata
41. Francesco Galloni, Tor Vergata
42. Giuseppe Iovino, Tor Vergata
43. Damiano Ricci, Tor Vergata
Organizing contacts:
- Ph.D. Matveev Sergey Aleksandrovich (Associate Professor of Computational Mathematics and Mathematics of Moscow State University and researcher at the Institute of Computational Mathematics of the Russian Academy of Sciences)
e-mail: matseralex@cs.msu.ru
School co-chairmen:
- Tyrtyshnikov Evgeny (academician of the Russian Academy of Sciences,
Distinguished Professor of the Faculty of Computational Mathematics and Cybernetics at Shenzhen MSU-BIT University,
director of the Institute of Numerical Mathematics of the Russian Academy of Sciences, head of the department of computer science at the Faculty of Computational Mathematics and Cybernetics of Moscow State University)
e-mail: eugene.tyrtyshnikov@gmail.com - Ilin Alexander (corresponding member of the Russian Academy of Sciences,
Dean of the Faculty of Computational Mathematics and Cybernetics at Shenzhen MSU-BIT University,
professor at the Faculty of Computational Mathematics and Cybernetics of Moscow State University)
e-mail: iline@cs.msu.su - Fomichev Vasilii (Doctor of Physical and Mathematical Sciences, Professor of the Faculty of Computational Mathematics and Cybernetics of Moscow State University, Head of the Department of NDSiPU)
e-mail: fomichev@cs.msu.ru
In 2025, the school is held jointly by Marchuk Institute of Numerical Mathematics of the Russian Academy of Sciences, Lomonosov Moscow State University, Shenzhen MSU-BIT University, Moscow Center of Fundamental and Applied Mathematics, AIRI Institute and Lomonosov Research Institute.