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:
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Concentration of measure
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Random matrices
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Stochastic geometry
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(Computational and statistical) Optimal transport
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Stochastic processes
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Limit theorems
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Machine learning and deep learning
Mini-courses by:
The workshop will be held at the Sirius University.
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Address: Sirius University of Science and Technology, Sochi, Olympiisky prospect 1
Registration is required. Deadline for registration is April 8, 2021.
Tentative list of speakers:
Dmitry Zaporozhets
PDMI RAS
Mikhail Lifshits
St.Petersburg State University
Alexander Tikhomirov
Komi SC RAS
Stanislav Shaposhnikov
MSU
Tikhon Bogachev
HSE University, Huawei MRC
Tikhon Krasovitskii
MSU
Alexander Kalinin
MSU
Organizing committee:
Contacts:
vkuznecova@hse.ru, +74957729590 ext. 27361