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First-Order Methods for Convex Optimization


Jan 06, 2021
Pavel Dvurechensky, Mathias Staudigl, Shimrit Shtern


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Recent Theoretical Advances in Non-Convex Optimization


Dec 11, 2020
Marina Danilova, Pavel Dvurechensky, Alexander Gasnikov, Eduard Gorbunov, Sergey Guminov, Dmitry Kamzolov, Innokentiy Shibaev

* 79 pages. arXiv admin note: text overlap with arXiv:1911.10367, arXiv:1507.02189, arXiv:1711.02838 by other authors 

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Zeroth-Order Algorithms for Smooth Saddle-Point Problems


Sep 21, 2020
Abdurakhmon Sadiev, Aleksandr Beznosikov, Pavel Dvurechensky, Alexander Gasnikov


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Stochastic Saddle-Point Optimization for Wasserstein Barycenters


Jun 11, 2020
Daniil Tiapkin, Alexander Gasnikov, Pavel Dvurechensky


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Self-concordant analysis of Frank-Wolfe algorithms


Feb 20, 2020
Pavel Dvurechensky, Shimrit Shtern, Mathias Staudigl, Petr Ostroukhov, Kamil Safin


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Generalized Self-concordant Hessian-barrier algorithms


Nov 06, 2019
Pavel Dvurechensky, Mathias Staudigl, César A. Uribe


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On Accelerated Alternating Minimization


Jun 30, 2019
Sergey Guminov, Pavel Dvurechensky, Alexander Gasnikov


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Accelerated Alternating Minimization


Jun 09, 2019
Sergey Guminov, Pavel Dvurechensky, Alexander Gasnikov


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Distributed Computation of Wasserstein Barycenters over Networks


Sep 20, 2018
César A. Uribe, Darina Dvinskikh, Pavel Dvurechensky, Alexander Gasnikov, Angelia Nedić


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