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AI Autumn School on Computational Optimization (ASCOMP 2024)
(October 7–9, 2024, Innopolis city)

ASCOMP 2024 is a satellite event of ICOMP 2024.

The School provides an in-depth introduction to different areas of machine learning and optimization. Its program will comprise four mini-courses from leading AI researchers. Participants will have the opportunity to present their work in a poster session. The School is open to students and young researchers interested in AI.

The School is part of the International Thematic Program “Mathematical Foundations of Artificial Intelligence".

E-mail:
Website: https://ascomp.org/

Organizing Committee
Gasnikov Alexander Vladimirovich, Innopolis University
Temlyakov Vladimir Nikolaevich, Steklov Mathematical Institute of Russian Academy of Sciences, Moscow
Dorn Yutii Vladimirovich, Artificial Intelligence Institute M. V. Lomonosov Moscow State University
Yaskov Pavel Andreevich, Steklov Mathematical Institute of Russian Academy of Sciences, Moscow
Shpilman Aleksei, Gazpromneft
Matyukhin Vladislav Vyacheslavovich, Innopolis University
Venediktova Darina, Innopolis University
Fazullin Timur, Innopolis University
Malova Yulia, Artificial Intelligence Institute M. V. Lomonosov Moscow State University
Belyakova Polina, Innopolis University

Financial support
The event is supported by the Ministry of Science and Higher Education of the Russian Federation (the grant to the Steklov International Mathematical Center, agreement no. 075-15-2022-265).


Institutions
Innopolis University
Artificial Intelligence Institute M. V. Lomonosov Moscow State University
Steklov International Mathematical Center
Steklov Mathematical Institute of Russian Academy of Sciences, Moscow


AI Autumn School on Computational Optimization (ASCOMP 2024), Innopolis city, October 7–9, 2024

October 7, 2024 (Mon)
1. Conference Opening
Alexander Gasnikov
October 7, 2024 09:55, Innopolis city
2. Transformers in Computer Vision. Transformer Architecture
Sergey Zagoruyko
October 7, 2024 10:00, Innopolis city
  
3. Transformers in Computer Vision. Transformers in Object Detection
Sergey Zagoruyko
October 7, 2024 11:10, Innopolis city
4. Tabular Deep Learning. Lecture 1
Artem Babenko
October 7, 2024 12:20, Innopolis city
  
5. Linearly Perturbed Optimization with Applications to Machine Learning. Lecture 1
Vladimir Spokoiny
October 7, 2024 15:00, Innopolis city
  
6. Unlocking Machine Learning Potentials with Innovative SGD Algorithms. Lecture 1
Martin Takac
October 7, 2024 16:20, Innopolis city
  
7. Unlocking Machine Learning Potentials with Innovative SGD Algorithms. Lecture 2
Martin Takac
October 7, 2024 17:30, Innopolis city

October 8, 2024 (Tue)
8. Transformers in Computer Vision. Transformers in Autonomous Driving
Sergey Zagoruyko
October 8, 2024 10:00, Innopolis city
9. Tabular Deep Learning. Lecture 2
Artem Babenko
October 8, 2024 11:10, Innopolis city
10. Unlocking Machine Learning Potentials with Innovative SGD Algorithms. Lecture 3
Martin Takac
October 8, 2024 12:20, Innopolis city
11. Linearly Perturbed Optimization with Applications to Machine Learning. Lecture 2
Vladimir Spokoiny
October 8, 2024 15:00, Innopolis city
12. Poster Session
October 8, 2024 17:30, Innopolis city

October 9, 2024 (Wed)
13. Online Convex Optimization and Its Surprising Applications. Lecture 1
Francesco Orabona
October 9, 2024 10:00, Innopolis city
  
14. Online Convex Optimization and Its Surprising Applications. Lecture 2
Francesco Orabona
October 9, 2024 11:10, Innopolis city
  
15. Online Convex Optimization and Its Surprising Applications. Lecture 3
Francesco Orabona
October 9, 2024 12:20, Innopolis city
  
 
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