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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.

Mini-course "Ethics of Machine Learning"

On April 27 and 28, join the course "Ethics in Machine Learning" by Issam Ibnouhsein.

Abstract: Data science and artificial intelligence entail the promise to revolutionize various sectors. The goal of this course is to clarify what is the relationship between data and AI, and how we use the former to train the latter to complete new tasks in computer science. We will then discuss AI ethics through the main concepts of explainability, fairness and auditability, and show why an ethical approach to AI is necessary if organizations, including civil societies as a whole, are to deliver long-lasting value through these tools.

Speaker: Issam Ibnouhsein, head of research and development at Quantmetry, the leading French pure play consultancy firm in artificial intelligence.

Date and time: April 27, 2021, 15.00 - 17.00 (UTC+3); April 28, 2021, 16.30 - 18.00 (UTC+3).

Language: English.

All students and employees of HSE University can participate in this online mini-course.

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