Aggregate subgradient methods for unconstrained convex minimization

Methods of Descent for Nondifferentiable Optimization - Lecture Notes in Mathematics ◽

10.1007/bfb0074502 ◽

1985 ◽

pp. 44-86

Author(s):

Krzysztof C. Kiwiel

Keyword(s):

Convex Minimization ◽

Subgradient Methods ◽

Unconstrained Convex Minimization

On Lagrangian L2-norm Pinball Twin Bounded Support Vector Machine via Unconstrained Convex Minimization

Information Sciences ◽

10.1016/j.ins.2021.04.031 ◽

2021 ◽

Author(s):

Subhash Chandra Prasad ◽

S. Balasundaram

Keyword(s):

Support Vector Machine ◽

Convex Minimization ◽

Support Vector ◽

Bounded Support ◽

L2 Norm ◽

Unconstrained Convex Minimization

Quasi-monotone Subgradient Methods for Nonsmooth Convex Minimization

Journal of Optimization Theory and Applications ◽

10.1007/s10957-014-0677-5 ◽

2014 ◽

Vol 165 (3) ◽

pp. 917-940 ◽

Cited By ~ 24

Author(s):

Yu. Nesterov ◽

V. Shikhman

Keyword(s):

Convex Minimization ◽

Subgradient Methods ◽

Nonsmooth Convex Minimization

Unconstrained Convex Minimization in Relative Scale

Mathematics of Operations Research ◽

10.1287/moor.1080.0348 ◽

2009 ◽

Vol 34 (1) ◽

pp. 180-193 ◽

Cited By ~ 8

Author(s):

Yurii Nesterov

Keyword(s):

Convex Minimization ◽

Unconstrained Convex Minimization ◽

Relative Scale

Global optimization of a nonconvex single facility location problem by sequential unconstrained convex minimization

Journal of Global Optimization ◽

10.1007/bf00121302 ◽

1992 ◽

Vol 2 (1) ◽

pp. 61-71 ◽

Cited By ~ 9

Author(s):

Hoang Tuy ◽

Faiz A. Al-Khayyal

Keyword(s):

Global Optimization ◽

Facility Location ◽

Location Problem ◽

Facility Location Problem ◽

Convex Minimization ◽

Unconstrained Convex Minimization ◽

Single Facility

Training primal K-nearest neighbor based weighted twin support vector regression via unconstrained convex minimization

Applied Intelligence ◽

10.1007/s10489-017-0913-4 ◽

2017 ◽

Vol 47 (3) ◽

pp. 962-991 ◽

Cited By ~ 15

Author(s):

Deepak Gupta

Keyword(s):

Support Vector Regression ◽

Nearest Neighbor ◽

Convex Minimization ◽

Support Vector ◽

K Nearest Neighbor ◽

Twin Support Vector Regression ◽

Unconstrained Convex Minimization

Strong Convergence of Projected Subgradient Methods for Nonsmooth and Nonstrictly Convex Minimization

Set-Valued Analysis ◽

10.1007/s11228-008-0102-z ◽

2008 ◽

Vol 16 (7-8) ◽

pp. 899-912 ◽

Cited By ~ 318

Author(s):

Paul-Emile Maingé

Keyword(s):

Strong Convergence ◽

Convex Minimization ◽

Subgradient Methods

Training Lagrangian twin support vector regression via unconstrained convex minimization

Knowledge-Based Systems ◽

10.1016/j.knosys.2014.01.018 ◽

2014 ◽

Vol 59 ◽

pp. 85-96 ◽

Cited By ~ 29

Author(s):

S. Balasundaram ◽

Deepak Gupta

Keyword(s):

Support Vector Regression ◽

Convex Minimization ◽

Support Vector ◽

Twin Support Vector Regression ◽

Unconstrained Convex Minimization

Unconstrained Convex Minimization in Relative Scale

SSRN Electronic Journal ◽

10.2139/ssrn.981384 ◽

2003 ◽

Cited By ~ 3

Author(s):

Yurii Nesterov

Keyword(s):

Convex Minimization ◽

Unconstrained Convex Minimization ◽

Relative Scale

Projected subgradient methods with non-Euclidean distances for non-differentiable convex minimization and variational inequalities

Mathematical Programming ◽

10.1007/s10107-007-0147-z ◽

2007 ◽

Vol 120 (1) ◽

pp. 27-48 ◽

Cited By ~ 17

Author(s):

Alfred Auslender ◽

Marc Teboulle

Keyword(s):

Variational Inequalities ◽

Convex Minimization ◽

Subgradient Methods ◽

Euclidean Distances

Lagrangian support vector regression via unconstrained convex minimization

Neural Networks ◽

10.1016/j.neunet.2013.12.003 ◽

2014 ◽

Vol 51 ◽

pp. 67-79 ◽

Cited By ~ 19

Author(s):

S. Balasundaram ◽

Deepak Gupta ◽

Kapil

Keyword(s):

Support Vector Regression ◽

Convex Minimization ◽

Support Vector ◽

Unconstrained Convex Minimization ◽

Lagrangian Support Vector Regression