Structured prediction via the extragradient method
We present a simple and scalable algorithm for large-margin estimation of structured models, including an important class of Markov networks and combinatorial models.
Ben Taskar +2 more
core
Extragradient subgradient methods for solving bilevel equilibrium problems. [PDF]
Yuying T, Dinh BV, Kim DS, Plubtieng S.
europepmc +1 more source
Extragradient method in optimization: convergence and complexity
Regular
Phong-Nguyen, Trong +2 more
openaire +2 more sources
Algorithms for the common solution of the split variational inequality problems and fixed point problems with applications. [PDF]
Lohawech P, Kaewcharoen A, Farajzadeh A.
europepmc +1 more source
Strong convergence of a hybrid method for monotone variational inequalities and fixed point problems
In this paper, we suggest a hybrid method for finding a common element of the set of solution of a monotone, Lipschitz-continuous variational inequality problem and the set of common fixed points of an infinite family of nonexpansive mappings.
Liou Yeong-Cheng +3 more
doaj
Fast Reflected Forward-Backward algorithm: achieving fast convergence rates for convex optimization with linear cone constraints. [PDF]
Boţ RI, Nguyen DK, Zong C.
europepmc +1 more source
A double projection algorithm for quasimonotone variational inequalities in Banach spaces. [PDF]
Zheng L.
europepmc +1 more source
Exploring the Potential of Machine Learning Algorithms to Improve Diffusion Nuclear Magnetic Resonance Imaging Models Analysis. [PDF]
Prieto-González LS, Agulles-Pedrós L.
europepmc +1 more source
Strong convergence of gradient projection method for generalized equilibrium problem in a Banach space. [PDF]
Farid M, Irfan SS, Khan MF, Khan SA.
europepmc +1 more source
A New Variational Inequality with its Application
In this paper, we suggest the iterative algorithm for a variational inequality by using the auxiliary principle technique, which is closely related to the optimal boundary control of time-varying population system with age-dependence and spatial ...
Shi, Chao-Feng
core

