New algorithms for singly linearly constrained quadratic programs subject to lower and upper bounds

Benchmarking optimization software with performance profiles

Elizabeth D. Dolan, Jorge J. Morè · Mathematical Programming · 2002 · 4.4K citations

Computing, Computer Science, Computer Systems +11

Making Large-Scale SVM Learning Practical

Thorsten Joachims · Technical reports · 2006 · 4.3K citations · Full text

Computing, Computer Science, Algorithms +16

Two-Point Step Size Gradient Methods

Jonathan Barzilai, Jonathan M. Borwein · IMA Journal of Numerical Analysis · 1988 · 2.9K citations

Computing, Computer Science, Algorithms +11

Validation of subgradient optimization

Michael Held, Philip Wolfe, Harlan Crowder · Mathematical Programming · 1974 · 1.4K citations

Natural Sciences, Computer Science, Mathematics +11

A Nonmonotone Line Search Technique for Newton’s Method

Luigi Grippo, F. Lampariello, Stefano Lucidi · SIAM Journal on Numerical Analysis · 1986 · 1.2K citations

Natural Sciences, Computer Science, Mathematics +7