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Mathematical Foundations of Artificial Intelligence
Steklov Mathematical Institute, Moscow

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Bureau of the Seminar
Aptekarev Alexander Ivanovich
Avetisyan Arutyun Ishkhanovich
Kashin Boris Sergeevich
Temlyakov Vladimir Nikolaevich
Tyrtyshnikov Eugene Evgen'evich

Organizing Committee
Temlyakov Vladimir Nikolaevich
Yaskov Pavel Andreevich

Institutions
Steklov Mathematical Institute of Russian Academy of Sciences, Moscow
Steklov International Mathematical Center
Branch of Mathematical Sciences, Russian Academy of Sciences


Mathematical Foundations of Artificial Intelligence, Moscow

October 16, 2024 (Wed)
1. Неасимптотический анализ алгоритмов стохастической аппроксимации и приложения
A. A. Naumov
October 16, 2024 17:00, Moscow, Steklov Mathematical Institute

October 2, 2024 (Wed)
2. Обучение с подкреплением на основе предпочтений
D. V. Belomestny
October 2, 2024 17:00, Moscow, Steklov Mathematical Institute
D. V. Belomestny
  

September 25, 2024 (Wed)
3. The challenge of building stable, accurate and robust data-driven AI
I. Yu. Tyukin
September 25, 2024 17:00, Moscow, Steklov Mathematical Institute
I. Yu. Tyukin
  

September 4, 2024 (Wed)
4. Порядок хаоса: энтропийная теория динамических систем (к 70-летию доклада А. Н. Колмогорова в Амстердаме)
A. I. Bufetov
September 4, 2024 17:00, Moscow, Steklov Mathematical Institute
A. I. Bufetov
  

June 19, 2024 (Wed)
5. On convergence and generalization problems of shallow neural networks
A. A. Razborov
June 19, 2024 17:00, Moscow, Steklov Mathematical Institute
A. A. Razborov
  

June 4, 2024 (Tue)

S.I. Adian Seminar jointly with the seminar Mathematical Foundations of Artificial Intelligence
6. 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)
Bruno Bauwens
  

May 22, 2024 (Wed)
7. Geometric and probabilistic interpretation of the multilayer perseptron
A. P. Kovalenko, A. I. Perminov
May 22, 2024 17:00, Moscow, Steklov Mathematical Institute
A. P. Kovalenko, A. I. Perminov
  

April 24, 2024 (Wed)
8. Is there an alternative to neural networks?
V. N. Temlyakov
April 24, 2024 17:00, Moscow, Steklov Mathematical Institute
V. N. Temlyakov
  

April 10, 2024 (Wed)
9. Optimal transport, barycenters of distributions and generative models
E. V. Burnaev
April 10, 2024 17:00, Moscow, Steklov Mathematical Institute
E. V. Burnaev
  

March 27, 2024 (Wed)
10. Universal formulas: structure and learning by gradient descent
D. A. Yarotskii
March 27, 2024 17:00, Moscow, Steklov Mathematical Institute
D. A. Yarotskii
  

March 13, 2024 (Wed)
11. Kolmogorov theorem and Neural networks
D. A. Yarotskii
March 13, 2024 17:00, Moscow, Steklov Mathematical Institute
D. A. Yarotskii
  

February 28, 2024 (Wed)
12. 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
I. V. Oseledets
  

February 14, 2024 (Wed)
13. Federated learning. Fundamental aspects. Open problems
A. V. Gasnikov
February 14, 2024 17:00, Moscow, Steklov Mathematical Institute, Conference hall
A. V. Gasnikov
  
 
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