• A
  • A
  • A
  • ABC
  • ABC
  • ABC
  • А
  • А
  • А
  • А
  • А
Regular version of the site
Contacts

109028, Moscow,
11, Pokrovsky boulevard

Phone: +7 (495) 531-00-00 *27254

Email: computerscience@hse.ru

 

Administrations
First Deputy Dean Tamara Voznesenskaya
Deputy Dean for Research and International Relations Sergei Obiedkov
Deputy Dean for Methodical and Educational Work Ilya Samonenko
Deputy Dean for Development, Finance and Administration Irina Plisetskaya
Article
Convergence rates for empirical barycenters in metric spaces: curvature, convexity and extendable geodesics

Ahidar-Coutrix A., Le Gouic T., Paris Q.

Probability Theory and Related Fields. 2019.

Article
Machine Learning on data with sPlot background subtraction

M. Borisyak, N. Kazeev.

Journal of Instrumentation. 2019. Vol. 14. No. 08. P. 1-8.

Book chapter
Subspace Inference for Bayesian Deep Learning

Vetrov D., Izmailov P., Maddox W. J. et al.

In bk.: Proceedings of the 35th Uncertainty in Artificial Intelligence Conference (UAI-2019). 2019. P. 1-11.

Book chapter
The logic of action lattices is undecidable

Kuznetsov S.

In bk.: 34th Annual ACM/IEEE Symposium on Logic in Computer Science (LICS 2019). IEEE, 2019. Ch. 36. P. 1-9.

Math Of Machine Learning 2020

16+
*recommended age



ABOUT

Sirius University and HSE University (HDI Lab) invite you to joint winter school aimed at undergraduate/graduate students and young postdoctoral fellows from pure and applied mathematics. Participants will learn about modern trends in machine learning with strong emphasis on mathematics behind them. This intense four-day workshop will consist of 3 interdisciplinary mini-courses by world-class scientists, poster session by the participants and master-classes by industrial partners. Key topics of this school: 

  • Reinforcement learning
  • Deep learning 
  • Computation optimal transport 
  • MCMC
  • Statistical inference

MINI-COURSES

Gabriel Peyre

CNRS, ENS

Computational optimal transport

Lukasz Szpruch

Alan Turing Institute

Langevin dynamics and neural networks

TBA

 
Michal Valko

Deepmind

Reinforcement learning

TBA




Registration and Conference program

 

Registration of any person willing to participate is mandatory. We provide accomodation for invited speakers and junior researchers (BS, MS, PhD and young postdocs) selected by the organisation committee. Since the number of places we provide is limited, participants have to submit a short motivation letter and CV (in the registration form). We also provide travel grants for young people from Russia. The organisation committee will carefully review all the applications and will proceed with the strongest candidates based on their skills and motivation. 


Registration deadline: October 31, 2019

Program committee

Eric MOULINES (Ecole Polytechnique; HSE University)

Vladimir SPOKOINY (WIAS, Berlin; HSE University)

Alexey NAUMOV (HSE University)

 

 

Organising committee

Alexey NAUMOV (HSE University)

Evgenia KULIKOVA (Yandex)