Publications

[5] Recent Theoretical Advances in Non-Convex Optimization
M. Danilova, P. Dvurechensky, A. Gasnikov, E. Gorbunov, S. Guminov,
D. Kamzolov, I. Shibaev
arXiv: 2012.06188
December 2020

[4] Stochastic Optimization with Heavy-Tailed Noise via Accelerated Gradient Clipping
E. Gorbunov, M. Danilova, A. Gasnikov
Advances in Neural Information Processing Systems 33 (NeurIPS 2020)
arXiv: 2005.10785
May 2020

[3] Non-monotone Behavior of the Heavy Ball Method
M. Danilova, A. Kulakova, B. Polyak
The paper filed Springer Proceedings in Mathematics and Statistics, Difference
Equations and Discrete Dynamical Systems with Applications
arXiv: 1811.00658
November 2018 

[2] Protection of the atmosphere at the enterprise of coal industry 
A. Kharyonovsky and M. Danilova 
Vestnik UDC 622.85 : 622.33, 2017

[1] Estimation of influence on environment open cut and underground mining coal 
A. Kharyonovsky, M. Danilova, A. Litvinova, T. Mahmud 
Vestnik UDC 622.85: 622.33 (470), 2016

Talks

[1] Workshop "Grenoble Optimization days"
Talk: "The non-monotonocity effect of accelerated optimization methods"
[slides]

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