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Mathematical Foundations of Artificial Intelligence
(Steklov Mathematical Institute + Kontur Talk, Moscow)
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| Mathematical Foundations of Artificial Intelligence, Moscow |
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April 9, 2025 (Wed) |
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| 1. |
Diffusion Schrödinger Bridge and its lightweight construction algorithm
A. A. Korotin
April 9, 2025 17:00, Moscow, Steklov Mathematical Institute + Kontur Talk
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March 26, 2025 (Wed) |
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| 2. |
DeepSeek and its methods
I. V. Oseledets
March 26, 2025 17:00, Moscow, Steklov Mathematical Institute + Kontur Talk
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December 4, 2024 (Wed) |
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| 3. |
Efficient video classification algorithms for mobile devices
A. V. Savchenko
December 4, 2024 17:00, Moscow, Steklov Mathematical Institute, Conference hall + Kontur Talk
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November 13, 2024 (Wed) |
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| 4. |
Optimal Recovery meets Mini-Max
Ronald DeVore
November 13, 2024 18:00, Moscow, zoom
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October 30, 2024 (Wed) |
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| 5. |
Surprising properties of loss landscape in over-parameterized models
D. P. Vetrov
October 30, 2024 17:00, Moscow, zoom
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October 16, 2024 (Wed) |
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| 6. |
Nonasymptotic analysis of stochastic approximation algorithms and applications
A. A. Naumov
October 16, 2024 17:00, Moscow, Steklov Mathematical Institute, Conference hall + Zoom
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October 2, 2024 (Wed) |
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| 7. |
Preference-based Reinforcement Learning
D. V. Belomestny
October 2, 2024 17:00, Moscow, Steklov Mathematical Institute, Conference hall + Zoom
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September 25, 2024 (Wed) |
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| 8. |
The challenge of building stable, accurate and robust data-driven AI
I. Yu. Tyukin
September 25, 2024 17:00, Moscow, Steklov Mathematical Institute, Conference hall + Zoom
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September 4, 2024 (Wed) |
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| 9. |
Order of сhaos: entropic theory of dynamical systems (to the 70th Anniversary of A. N. Kolmogorov's lecture in Amsterdam)
A. I. Bufetov
September 4, 2024 17:00, Moscow, Steklov Mathematical Institute, Conference hall + Zoom
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June 19, 2024 (Wed) |
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| 10. |
On convergence and generalization problems of shallow neural networks
A. A. Razborov
June 19, 2024 17:00, Moscow, Steklov Mathematical Institute, Conference hall + Zoom
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June 4, 2024 (Tue) |
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S.I. Adian Seminar jointly with the seminar Mathematical Foundations of Artificial Intelligence |
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| 11. |
An introduction to Kolmogorov complexity with applications to reinforcement learning
Bruno Bauwens
June 4, 2024 16:00, S.I. Adian Seminar jointly with the seminar Mathematical Foundations of Artificial Intelligence, Moscow, Room 110 MIAN (Gubkina str. 8) + Zoom (in English)
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May 22, 2024 (Wed) |
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| 12. |
Geometric and probabilistic interpretation of the multilayer perseptron
A. P. Kovalenko, A. I. Perminov
May 22, 2024 17:00, Moscow, Steklov Mathematical Institute, Conference hall + Zoom
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April 24, 2024 (Wed) |
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| 13. |
Is there an alternative to neural networks?
V. N. Temlyakov
April 24, 2024 17:00, Moscow, Steklov Mathematical Institute, Conference hall + Zoom
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April 10, 2024 (Wed) |
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| 14. |
Optimal transport, barycenters of distributions and generative models
E. V. Burnaev
April 10, 2024 17:00, Moscow, Steklov Mathematical Institute, Conference hall + Zoom
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March 27, 2024 (Wed) |
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| 15. |
Universal formulas: structure and learning by gradient descent
D. A. Yarotskii
March 27, 2024 17:00, Moscow, Steklov Mathematical Institute, Conference hall + Zoom
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March 13, 2024 (Wed) |
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| 16. |
Kolmogorov theorem and Neural networks
D. A. Yarotskii
March 13, 2024 17:00, Moscow, Steklov Mathematical Institute, Conference hall + Zoom
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February 28, 2024 (Wed) |
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| 17. |
How maths can help in the development and research of artificial intelligence algorithms
I. V. Oseledets
February 28, 2024 17:00, Moscow, Steklov Mathematical Institute, Conference hall + Zoom
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February 14, 2024 (Wed) |
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| 18. |
Federated learning. Fundamental aspects. Open problems
A. V. Gasnikov
February 14, 2024 17:00, Moscow, Steklov Mathematical Institute, Conference hall
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