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Course by R. V. Shamin "Functional analysis and machine learning"
(September 11–December 11, 2020, Steklov Mathematical Institute, Conference hall, 9th floor (8 Gubkina))
The course is devoted to the application of functional analysis in
machine learning and artificial intelligence problems. The issues of
mathematical formalization of machine learning methods will be
considered. The possibilities of applying machine learning methods for
solving mathematical problems (operator inversion, optimal control, ill-
posed problems) will also be considered. The methods will be
demonstrated using computer simulation.
Financial support. The course is supported by the Ministry of Science and Higher Education of the Russian Federation (the grant to the Steklov International Mathematical Center, Agreement no. 075-15-2019-1614).
 Program
Lecturer
Shamin Roman Vyacheslavovich
Institutions
Steklov Mathematical Institute of Russian Academy of Sciences, Moscow
Steklov International Mathematical Center |
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| Course by R. V. Shamin "Functional analysis and machine learning", September 11–December 11, 2020 |
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December 11, 2020 (Fri) |
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Lecture 12. Functional analysis and machine learning
R. V. Shamin
December 11, 2020 18:00, Steklov Mathematical Institute, Conference hall, 9th floor (8 Gubkina)
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November 27, 2020 (Fri) |
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Lecture 11. Functional analysis and machine learning
R. V. Shamin
November 27, 2020 18:00, Steklov Mathematical Institute, Conference hall, 9th floor (8 Gubkina)
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November 13, 2020 (Fri) |
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Lecture 9. Functional analysis and machine learning
R. V. Shamin
November 13, 2020 18:00, Steklov Mathematical Institute, Conference hall, 9th floor (8 Gubkina)
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November 6, 2020 (Fri) |
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Lecture 8. Functional analysis and machine learning
R. V. Shamin
November 6, 2020 18:00, Steklov Mathematical Institute, Conference hall, 9th floor (8 Gubkina)
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October 30, 2020 (Fri) |
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Lecture 8. Functional analysis and machine learning
R. V. Shamin
October 30, 2020 18:00, Steklov Mathematical Institute, Conference hall, 9th floor (8 Gubkina)
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October 23, 2020 (Fri) |
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Lecture 7. Functional analysis and machine learning
R. V. Shamin
October 23, 2020 18:00, Steklov Mathematical Institute, Conference hall, 9th floor (8 Gubkina)
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October 16, 2020 (Fri) |
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| 7. |
Lecture 6. Functional analysis and machine learning
R. V. Shamin
October 16, 2020 18:00, Steklov Mathematical Institute, Conference hall, 9th floor (8 Gubkina)
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October 2, 2020 (Fri) |
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Lecture 4. Functional analysis and machine learning
R. V. Shamin
October 2, 2020 18:00, Steklov Mathematical Institute, Conference hall, 9th floor (8 Gubkina)
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September 25, 2020 (Fri) |
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Lecture 3. Functional analysis and machine learning
R. V. Shamin
September 25, 2020 18:00, Steklov Mathematical Institute, Conference hall, 9th floor (8 Gubkina)
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September 18, 2020 (Fri) |
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| 10. |
Lecture 2. Functional analysis and machine learning
R. V. Shamin
September 18, 2020 18:00, Steklov Mathematical Institute, Conference hall, 9th floor (8 Gubkina)
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September 11, 2020 (Fri) |
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| 11. |
Lecture 1. Functional analysis and machine learning
R. V. Shamin
September 11, 2020 18:00, Steklov Mathematical Institute, Conference hall, 9th floor (8 Gubkina)
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