An incremental mirror descent subgradient algorithm with random sweeping and proximal step. [PDF]
Boţ RI, Böhm A.
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A family of conjugate gradient methods for large-scale nonlinear equations. [PDF]
Feng D, Sun M, Wang X.
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High-order methods beyond the classical complexity bounds: inexact high-order proximal-point methods. [PDF]
Ahookhosh M, Nesterov Y.
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NOISY MATRIX COMPLETION: UNDERSTANDING STATISTICAL GUARANTEES FOR CONVEX RELAXATION VIA NONCONVEX OPTIMIZATION. [PDF]
Chen Y, Chi Y, Fan J, Ma C, Yan Y.
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Modified Projection-Type Methods For Monotone Variational Inequalities
. We propose new methods for solving the variational inequality problem where the underlying function F is monotone. These methods may be viewed as projection-type methods in which the projection direction is modified by a strongly monotone mapping of ...
Michael V. Solodov, Paul Tseng
core
Gradient regularization of Newton method with Bregman distances. [PDF]
Doikov N, Nesterov Y.
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Alternating proximal penalization algorithm for the modified multiple-sets split feasibility problems. [PDF]
Wang X.
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Reweighted `1-minimization for sparse solutions to underdetermined linear systems
. Numerical experiments have indicated that the reweighted `1-minimization performs exceptionally well in locating sparse solutions of underdetermined linear systems of equations.
Yun-bin Zhao, Duan Li
core
A double projection algorithm for quasimonotone variational inequalities in Banach spaces. [PDF]
Zheng L.
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On compositions of special cases of Lipschitz continuous operators. [PDF]
Giselsson P, Moursi WM.
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