Implementable tensor methods in unconstrained convex optimization. [PDF]
Nesterov Y.
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Effectively managing diagnostic tests to monitor the COVID-19 outbreak in Italy. [PDF]
Lampariello L, Sagratella S.
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Employing different loss functions for the classification of images via supervised learning
Boţ Radu, Heinrich André, Wanka Gert
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A forward-backward penalty scheme with inertial effects for monotone inclusions. Applications to convex bilevel programming. [PDF]
Boţ RI, Nguyen DK.
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Subgradient ellipsoid method for nonsmooth convex problems. [PDF]
Rodomanov A, Nesterov Y.
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Fast Reflected Forward-Backward algorithm: achieving fast convergence rates for convex optimization with linear cone constraints. [PDF]
Boţ RI, Nguyen DK, Zong C.
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Optimal Designs for Discrete Choice Models Via Graph Laplacians. [PDF]
Röttger F, Kahle T, Schwabe R.
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Variable Smoothing for Convex Optimization Problems Using Stochastic Gradients. [PDF]
Boţ RI, Böhm A.
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Second Order Dynamics Featuring Tikhonov Regularization and Time Scaling. [PDF]
Csetnek ER, Karapetyants MA.
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