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Marina Danilova
Marina Danilova
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Title
Cited by
Cited by
Year
Stochastic optimization with heavy-tailed noise via accelerated gradient clipping
E Gorbunov, M Danilova, A Gasnikov
Advances in Neural Information Processing Systems 33, 15042-15053, 2020
1082020
Recent theoretical advances in non-convex optimization
M Danilova, P Dvurechensky, A Gasnikov, E Gorbunov, S Guminov, ...
High-Dimensional Optimization and Probability: With a View Towards Data …, 2022
672022
Near-optimal high probability complexity bounds for non-smooth stochastic optimization with heavy-tailed noise
E Gorbunov, M Danilova, I Shibaev, P Dvurechensky, A Gasnikov
arXiv preprint arXiv:2106.05958, 2021
38*2021
High-probability bounds for stochastic optimization and variational inequalities: the case of unbounded variance
A Sadiev, M Danilova, E Gorbunov, S Horváth, G Gidel, P Dvurechensky, ...
International Conference on Machine Learning, 29563-29648, 2023
282023
Clipped stochastic methods for variational inequalities with heavy-tailed noise
E Gorbunov, M Danilova, D Dobre, P Dvurechenskii, A Gasnikov, G Gidel
Advances in Neural Information Processing Systems 35, 31319-31332, 2022
242022
Non-monotone behavior of the heavy ball method
M Danilova, A Kulakova, B Polyak
Difference Equations and Discrete Dynamical Systems with Applications: 24th …, 2020
24*2020
Рекультивация нарушенных земель в угольной промышленности
АА Харионовский, МЮ Данилова
Вестник Научного центра по безопасности работ в угольной промышленности, 72-77, 2017
162017
Оценка влияния на окружающую среду открытого и подземного способов добычи угля
АА Харионовский, АР Литвинов, МЮ Данилова, Т Махмуд
Вестник научного центра по безопасности работ в угольной промышленности, 113-118, 2016
132016
Охрана атмосферы на предприятиях угольной промышленности
АА Харионовский, МЮ Данилова
Вестник научного центра по безопасности работ в угольной промышленности, 48-52, 2017
92017
High-probability convergence for composite and distributed stochastic minimization and variational inequalities with heavy-tailed noise
E Gorbunov, A Sadiev, M Danilova, S Horváth, G Gidel, P Dvurechensky, ...
arXiv preprint arXiv:2310.01860, 2023
52023
Distributed methods with absolute compression and error compensation
M Danilova, E Gorbunov
International Conference on Mathematical Optimization Theory and Operations …, 2022
42022
Averaged heavy-ball method
M Danilova, G Malinovsky
arXiv preprint arXiv:2111.05430, 2021
42021
On the Convergence Analysis of Aggregated Heavy-Ball Method
M Danilova
International Conference on Mathematical Optimization Theory and Operations …, 2022
12022
Algorithms with gradient clipping for stochastic optimization with heavy-tailed noise
M Danilova
Doklady Mathematics 108 (Suppl 2), S248-S256, 2023
2023
COMPUTER RESEARCH AND MODELING
M DANILOVA, GS MALINOVSKY
COMPUTER 14 (2), 277-308, 2022
2022
Danger of alcohol for patients with arterial hypertension during antihypertensive therapy
MP Savenkov, MK Danilova, SN Ivanov, AM Savenkova, SV Ivanova
Rational Pharmacotherapy in Cardiology 4 (4), 12-17, 2016
2016
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