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Phone: +7 (495) 531-00-00 *27254

Email: computerscience@hse.ru

 

Administration
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
A randomized coordinate descent method with volume sampling

Rodomanov A., Kropotov D.

SIAM Journal on Optimization. 2020. Vol. 30. No. 3. P. 1878-1904.

Article
ML-assisted versatile approach to Calorimeter R&D

A. Boldyrev, D. Derkach, F. Ratnikov et al.

Journal of Instrumentation. 2020. Vol. 15. P. 1-7.

Article
An accelerated directional derivative method for smooth stochastic convex optimization

Dvurechensky P., Eduard Gorbunov, Gasnikov A.

European Journal of Operational Research. 2021. Vol. 290. No. 2. P. 601-621.

Book chapter
On pattern setups and pattern multistructures

Kuznetsov S., Kaytoue M., Belfodil A.

In bk.: International Journal of General Systems. Iss. 49. 2020. P. 271-285.

Book chapter
Finite Time Analysis of Linear Two-timescale Stochastic Approximation with Markovian Noise

Kaledin M., Moulines E., Naumov A. et al.

In bk.: Proceedings of Machine Learning Research. Vol. 125: Proceedings of Thirty Third Conference on Learning Theory. 2020. P. 2144-2203.

Tag "international laboratories" – News

International Laboratory of Bioinformatics Opens at the Faculty of Computer Science

International Laboratory of Bioinformatics Opens at the Faculty of Computer Science
On January 25, 2021, an International Laboratory of Bioinformatics opened at the Faculty of Computer Science. The main goal of the laboratory is to determine the role of alternative DNA structures in the genome.

Winners of the HSE International Laboratory Proposal Competition Announced

Winners of the HSE International Laboratory Proposal Competition Announced
This year’s HSE competition for the creation of international laboratories which considered proposals for the period of January 1, 2021 – December 21, 2023, was conducted from June 15 to December 15, 2020.

HSE University Announces New Project Competition for Launching International Laboratories

HSE University Announces New Project Competition for Launching International Laboratories
The number of international laboratories run in cooperation with leading international scholars is set to expand at HSE University. The competition aims to support the existing and create new research teams. Applications will be accepted from July 10 to August 31, 2020.

HSE Launches New International Laboratories

HSE Launches New International Laboratories
For ten years now, HSE has been holding an annual grant competition for researchers who wish to start new international laboratories at HSE in collaboration with leading foreign scholars and scientists. The most recent competition reached its conclusion this past November, and now some of the selected proposed labs have already begun operation. Who are the competition winners and what kind of research will they be doing?

'Machine Learning Algorithm Able to Find Data Patterns a Human Could Not'

Staff from the International Laboratory of Deep Learning and Bayesian Methods
In December 2016, five new international laboratories opened up at the Higher School of Economics, one of which was the International Laboratory of Deep Learning and Bayesian Methods. This lab focuses on combined neural Bayesian models that bring together two of the most successful paradigms in modern-day machine learning – the neural network paradigm and the Bayesian paradigm.
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