An incremental mirror descent subgradient algorithm with random sweeping and proximal step. [PDF]
Boţ RI, Böhm A.
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On Homogeneous Convex Cones, Carathéodory Number, And Duality Mapping
Using three simple examples, we answer three questions related to homogeneous convex cones, the Carath'eodory number of convex cones and self-concordant barriers for convex cones.
Song Xu, Levent Tunçel
core
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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Gradient regularization of Newton method with Bregman distances. [PDF]
Doikov N, Nesterov Y.
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Extragradient subgradient methods for solving bilevel equilibrium problems. [PDF]
Yuying T, Dinh BV, Kim DS, Plubtieng S.
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An existence-uniqueness theorem and alternating contraction projection methods for inverse variational inequalities. [PDF]
He S, Dong QL.
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On compositions of special cases of Lipschitz continuous operators. [PDF]
Giselsson P, Moursi WM.
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A double projection algorithm for quasimonotone variational inequalities in Banach spaces. [PDF]
Zheng L.
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Automated tight Lyapunov analysis for first-order methods. [PDF]
Upadhyaya M +3 more
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