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Regular version of the site
Contacts

109028, Moscow,
11, Pokrovsky boulevard

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.

Maria Poptsova presented at the AI Journey 2020

Maria Poptsova presented at the AI Journey 2020

Maria Poptsova, head of the International Laboratory of Bioinformatics and associate professor of the Big Data and Information Retrieval School, spoke at the AI Journey 2020 conference on artificial intelligence with a presentation “Deep Learning in Genomics”.

The lecture provided a brief overview of the application of deep learning methods to the recognition of functional genome elements, showed how machine learning methods can be used to predict breakpoints in cancer genomes based on omics data and outlined the role of AI in pharmacogenomics.

AI Journey is a conference that brings together leading international and Russian AI experts, representatives of business, government and academia to discuss the most relevant topics in the industry.

Watch the presentation here.