Volume 22; Issue 2

SIAM Journal on Optimization

Volume 22; Issue 2
2

Efficiency of Coordinate Descent Methods on Huge-Scale Optimization Problems

Nesterov, Yu.
Journal:
SIAM Journal on Optimization
Year:
2012
Language:
english
File:
PDF, 264 KB
english, 2012
4

A First-Order Augmented Lagrangian Method for Compressed Sensing

Aybat, N. S., Iyengar, G.
Journal:
SIAM Journal on Optimization
Year:
2012
Language:
english
File:
PDF, 422 KB
english, 2012
6

Smoothing and First Order Methods: A Unified Framework

Beck, Amir, Teboulle, Marc
Journal:
SIAM Journal on Optimization
Year:
2012
Language:
english
File:
PDF, 500 KB
english, 2012
7

Fast Multiple-Splitting Algorithms for Convex Optimization

Goldfarb, Donald, Ma, Shiqian
Journal:
SIAM Journal on Optimization
Year:
2012
Language:
english
File:
PDF, 1.09 MB
english, 2012
11

Polynomial Approximations for Continuous Linear Programs

Bampou, Dimitra, Kuhn, Daniel
Journal:
SIAM Journal on Optimization
Year:
2012
Language:
english
File:
PDF, 350 KB
english, 2012
14

A Smooth Perceptron Algorithm

Soheili, Negar, Pen͂a, Javier
Journal:
SIAM Journal on Optimization
Year:
2012
Language:
english
File:
PDF, 287 KB
english, 2012
15

Constrained Polynomial Optimization Problems with Noncommuting Variables

Cafuta, Kristijan, Klep, Igor, Povh, Janez
Journal:
SIAM Journal on Optimization
Year:
2012
Language:
english
File:
PDF, 290 KB
english, 2012
17

Regularization Methods for SDP Relaxations in Large-Scale Polynomial Optimization

Nie, Jiawang, Wang, Li
Journal:
SIAM Journal on Optimization
Year:
2012
Language:
english
File:
PDF, 286 KB
english, 2012
18

Lower Bounds for Polynomials Using Geometric Programming

Ghasemi, Mehdi, Marshall, Murray
Journal:
SIAM Journal on Optimization
Year:
2012
Language:
english
File:
PDF, 206 KB
english, 2012
20

Randomized Smoothing for Stochastic Optimization

Duchi, John C., Bartlett, Peter L., Wainwright, Martin J.
Journal:
SIAM Journal on Optimization
Year:
2012
Language:
english
File:
PDF, 432 KB
english, 2012