Optimization for ML

  • Course for 3rd year students of CS department at HSE university. 1 lecture + 1 seminar per week.
  • The course covers convex, non-convex, continuous optimization topics, especially motivated by problems and applications in Machine Learning. Various topics are covered, from fundamental materials to recent research.
  • Description of the course.

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Team

Daniil Merkulov

Instructor

Farukh Yaushev

Seminarist

Kirill Nikorov

Seminarist

Michael Persiianov

Seminarist

Arina Kosovskaia

Senior Assistant

Daniil Radushev

Assistant

Maria Medvedeva

Assistant

Alina Potemkina

Assistant

Oleg Kurilov

Assistant

Sabina Akilova

Assistant

Svetlana Mikhailova

Assistant

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