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".
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 |
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AI Autumn School on Computational Optimization (ASCOMP 2024), Innopolis city, October 7–9, 2024 |
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October 7, 2024 (Mon) |
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1. |
Conference Opening Alexander Gasnikov October 7, 2024 09:55, Innopolis city
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2. |
Transformers in Computer Vision. Transformer Architecture Sergey Zagoruyko October 7, 2024 10:00, Innopolis city
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Transformers in Computer Vision. Transformers in Object Detection Sergey Zagoruyko October 7, 2024 11:10, Innopolis city
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4. |
Tabular Deep Learning. Lecture 1 Artem Babenko October 7, 2024 12:20, Innopolis city
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5. |
Linearly Perturbed Optimization with Applications to Machine Learning. Lecture 1 Vladimir Spokoiny October 7, 2024 15:00, Innopolis city
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Unlocking Machine Learning Potentials with Innovative SGD Algorithms. Lecture 1 Martin Takac October 7, 2024 16:20, Innopolis city
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Unlocking Machine Learning Potentials with Innovative SGD Algorithms. Lecture 2 Martin Takac October 7, 2024 17:30, Innopolis city
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October 8, 2024 (Tue) |
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8. |
Transformers in Computer Vision. Transformers in Autonomous Driving Sergey Zagoruyko October 8, 2024 10:00, Innopolis city
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9. |
Tabular Deep Learning. Lecture 2 Artem Babenko October 8, 2024 11:10, Innopolis city
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10. |
Unlocking Machine Learning Potentials with Innovative SGD Algorithms. Lecture 3 Martin Takac October 8, 2024 12:20, Innopolis city
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11. |
Linearly Perturbed Optimization with Applications to Machine Learning. Lecture 2 Vladimir Spokoiny October 8, 2024 15:00, Innopolis city
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12. |
Poster Session October 8, 2024 17:30, Innopolis city
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October 9, 2024 (Wed) |
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13. |
Online Convex Optimization and Its Surprising Applications. Lecture 1 Francesco Orabona October 9, 2024 10:00, Innopolis city
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14. |
Online Convex Optimization and Its Surprising Applications. Lecture 2 Francesco Orabona October 9, 2024 11:10, Innopolis city
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15. |
Online Convex Optimization and Its Surprising Applications. Lecture 3 Francesco Orabona October 9, 2024 12:20, Innopolis city
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