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Regular version of the site

Dean — Ivan Arzhantsev


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

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


125319, Moscow, 3 Kochnovsky Proezd (near metro station 'Aeroport'). 

Book chapter
A Logical Framework with Commutative and Non-commutative Subexponentials

Kanovich M., Kuznetsov S., Nigam V. et al.

In bk.: IJCAR: International Joint Conference on Automated Reasoning Automated Reasoning 9th International Joint Conference, IJCAR 2018, Held as Part of the Federated Logic Conference, FloC 2018, Oxford, UK, July 14-17, 2018, Proceedings. Springer, 2018. P. 228-245.

On the exponentially weighted aggregate with the Laplace prior

Dalalyan A., Grappin E., Paris Q.

The annals of statistics. 2018. Vol. 46. No. 5. P. 2452-2478.

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

Event ended

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.



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