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Regular version of the site
ФКН
Contacts

Dean — Ivan Arzhantsev

 

First Deputy Dean— Tamara Voznesenskaya

 

Deputy Dean for Research and International Relations - Sergei Obiedkov

 

Deputy Dean for finance and administration - Irina Plisetskaya

 

Dean's office
 

Phone: +7 (495) 772-95-90 * 12332

computerscience@hse.ru

Moscow, 3 Kochnovsky Proezd (near metro station 'Aeroport'). 

Book chapter
Mining convex polygon patterns with formal Concept Analysis

Kuznetsov S., Belfodil A., Robardet C. et al.

In bk.: Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, IJCAI 2017,Melbourne, Australia, 19-25 August 2017. The International Joint Conference on Artificial Intelligence (IJCAI), 2017. P. 1425-1432.

Article
Generalized Post–Widder inversion formula with application to statistics

Belomestny D., Mai H., Schoenmakers J.

Journal of Mathematical Analysis and Applications. 2017. No. 455. P. 89-104.

Article
Short lists with short programs from programs of functions and strings

Vereshchagin N.

Theory of Computing Systems. 2017. Vol. 61. No. 4. P. 1440-1450.

Faculty Colloquium: On empirical risk minimization and its variants for statistical learning. Speaker: Quentin Paris, HSE

January 23, 18:10 – 19:30 

Quentin Paris, HSE 

On empirical risk minimization and its variants for statistical learning

In this talk, we review fundamental principles of empirical risk minimization and its performance guarantees for statistical learning. We discuss the close interaction with the field of empirical processes and the connection to Vapnik–Chervonenkis combinatorics (including the notion of combinatorial dimension). We present the best known theoretical guarantees for the prediction error of empirical risk minimizers, discuss the limitations of the method, and mention some recent contributions.

Colloquium

Venue:

Moscow, Kochnovsky pr.,3, room 205, 18:10 
Everyone interested is welcome to attend. 
If you need a pass to HSE, please contact computerscience@hse.ru