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).

Lecturer
Shamin Roman Vyacheslavovich

Organizations
Steklov Mathematical Institute of Russian Academy of Sciences, Moscow
Steklov International Mathematical Center