Borodich Ekaterina Dmitrievna

Born on January 31, 1999

Education

2017-2021 — MIPT Bachelor's Degree

from 2021 — MIPT Master's Degree

Teaching

Since 2021 — a seminarian on the course "Optimization Methods" at MIPT

Research Interests

Optimization, machine learning

Публикации

2023

Tominin, Y.D., Tominin, V.D., Borodich, E.D., Kovalev, D.A., Dvurechensky, P.E., Gasnikov, A.V., Chukanov, S.V. On Accelerated Methods for Saddle-Point Problems with Composite Structure [Об ускоренных методах для седловых задач с композитной структурой] (2023) Computer Research and Modeling, 15 (2), pp. 433-467. Scopus DOI Q4

2022

Kovalev, D., Beznosikov, A., Borodich, E., Gasnikov, A., Scutari, G. Optimal Gradient Sliding and its Application to Distributed Optimization Under Similarity (2022) Advances in Neural Information Processing Systems, 35. Scopus WOS DOI  A*

Borodich E., Tominin V., Tominin Y., Kovalev D., Gasnikov A., Dvurechensky P. Accelerated variance-reduced methods for saddle-point problems // EURO Journal on Computational Optimization, Vol. 10, P. 100048 Scopus WOS DOI Q2

Sadiev A., Borodich E., Beznosikov A., Dvinskikh D., Chezhegov S., Tappenden R., Takáč M., Gasnikov A. Decentralized personalized federated learning: Lower bounds and optimal algorithm for all personalization modes // EURO Journal on Computational Optimization, Vol. 10, P. 100041 Scopus WOS DOI Q2

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