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Regular version of the site

International Laboratory of Stochastic Algorithms and High-Dimensional Inference (HDI Lab) invites you to join the workshop 'New Frontiers in High-dimensional Probability and Applications to Machine Learning'.

Participants will discuss modern trends in high-dimensional probability together with its fruitful applications. This intense two-day workshop will consist of 2 mini-courses and a number of invited talks by world-class scientists and young participants. 

View Conference programme

Key topics are:

  • Concentration of measure

  • Random matrices

  • Stochastic geometry

  • (Computational and statistical) Optimal transport

  • Stochastic processes

  • Limit theorems

  • Machine learning and deep learning

Mini-courses by:

Sergey Bobkov

University of Minnesota, HSE University

Vladimir Bogachev

MSU, HSE University

 

The workshop will be held at the Sirius University.

  • Address: Sirius University of Science and Technology, Sochi, Olympiisky prospect 1

Registration is required. Deadline for registration is April 8, 2021.

Register

Tentative list of speakers:

Dmitry Zaporozhets

PDMI RAS

Alexander Kolesnikov

HSE University

Egor Kosov

MSU, HSE University

Mikhail Lifshits

St.Petersburg State University

Alexey Naumov

HSE University

Sergey Samsonov

HSE University

Evgeny Stepanov

HSE University, PDMI RAS

Alexander Tikhomirov

Komi SC RAS

Stanislav Shaposhnikov

MSU

Quentin Paris

HSE University

Alexander Zimin

HSE University

Daniil Tiapkin

HSE University

Tikhon Bogachev

HSE University, Huawei MRC

Tikhon Krasovitskii

MSU

Alexander Kalinin

MSU

Viacheslav Borovitskiy

St.Petersburg State University

 

Organizing committee:

Contacts:

Vlada Kuznetsova

vkuznecova@hse.ru, +74957729590 ext. 27361

Partners: