Volume 27; Issue 2

SIAM Journal on Optimization

Volume 27; Issue 2

1

IMRO: A Proximal Quasi-Newton Method for Solving $\ell_1$-Regularized Least Squares Problems

Karimi, Sahar, Vavasis, Stephen

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 2.20 MB

english, 2017

2

The Alternating Descent Conditional Gradient Method for Sparse Inverse Problems

Boyd, Nicholas, Schiebinger, Geoffrey, Recht, Benjamin

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 770 KB

english, 2017

3

A First Order Method for Solving Convex Bilevel Optimization Problems

Sabach, Shoham, Shtern, Shimrit

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 310 KB

english, 2017

4

Finding Low-rank Solutions of Sparse Linear Matrix Inequalities using Convex Optimization

Madani, Ramtin, Sojoudi, Somayeh, Fazelnia, Ghazal, Lavaei, Javad

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 1.37 MB

english, 2017

5

Extragradient Method with Variance Reduction for Stochastic Variational Inequalities

Iusem, A. N., Jofré, A., Oliveira, R. I., Thompson, P.

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 566 KB

english, 2017

6

A Simple Parallel Algorithm with an $O(1/t)$ Convergence Rate for General Convex Programs

Yu, Hao, Neely, Michael J.

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 2.14 MB

english, 2017

7

Minimax Results on Dense Sets and Dense Families of Functionals

László, Szilárd

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 377 KB

english, 2017

8

Convergence Analysis for Mathematical Programs with Distributionally Robust Chance Constraint

Guo, Shaoyan, Xu, Huifu, Zhang, Liwei

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 499 KB

english, 2017

9

Stability and Continuity in Robust Optimization

Chan, Timothy C.Y., Mar, Philip Allen

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 509 KB

english, 2017

10

New Constraint Qualifications for Mathematical Programs with Equilibrium Constraints via Variational Analysis

Gfrerer, Helmut, Ye, Jane J.

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 414 KB

english, 2017

11

Centerpoints: A Link between Optimization and Convex Geometry

Basu, Amitabh, Oertel, Timm

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 313 KB

english, 2017

12

Stochastic Quasi-Newton Methods for Nonconvex Stochastic Optimization

Wang, Xiao, Ma, Shiqian, Goldfarb, Donald, Liu, Wei

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 1.22 MB

english, 2017

13

New Results on Narrowing the Duality Gap of the Extended Celis--Dennis--Tapia Problem

Yuan, Jianhua, Wang, Meiling, Ai, Wenbao, Shuai, Tianping

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 396 KB

english, 2017

14

Kantorovich's Theorem on Newton's Method for Solving Strongly Regular Generalized Equation

Ferreira, O. P., Silva, G. N.

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 350 KB

english, 2017

15

Singularity Degree of the Positive Semidefinite Matrix Completion Problem

Tanigawa, Shin-ichi

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 518 KB

english, 2017

16

Distributionally Robust Reward-Risk Ratio Optimization with Moment Constraints

Liu, Yongchao, Meskarian, Rudabeh, Xu, Huifu

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 470 KB

english, 2017

17

On the Convergence Rate of Incremental Aggregated Gradient Algorithms

Gürbüzbalaban, M., Ozdaglar, A., Parrilo, P. A.

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 355 KB

english, 2017

18

The Use of Quadratic Regularization with a Cubic Descent Condition for Unconstrained Optimization

Birgin, E. G., Martínez, J. M.

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 456 KB

english, 2017

19

A Selective Linearization Method For Multiblock Convex Optimization

Du, Yu, Lin, Xiaodong, Ruszczyński, Andrzej

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 205 KB

english, 2017

20

Variational Theory for Optimization under Stochastic Ambiguity

Royset, Johannes O., Wets, Roger J.-B.

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 512 KB

english, 2017

21

A Unified Approach to Robust Farkas-Type Results with Applications to Robust Optimization Problems

Dinh, N., Mo, T. H., Vallet, G., Volle, M.

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 492 KB

english, 2017

22

Newton-like Method with Diagonal Correction for Distributed Optimization

Bajović, Dragana, Jakovetić, Dušan, Krejić, Nataša, Jerinkić, Nataša Krklec

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 732 KB

english, 2017

23

A New Type of Directional Regularity for Mappings and Applications to Optimization

Durea, Marius, Panţiruc, Marian, Strugariu, Radu

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 406 KB

english, 2017

24

Stable Minimizers of $\varphi$-Regular Functions

Yao, Jen-Chih, Zheng, Xi Yin, Zhu, Jiangxing

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 396 KB

english, 2017

25

An Extended Fenchel--Lagrange Duality Approach and Optimality Conditions for Strong Bilevel Programming Problems

Aboussoror, A., Adly, S., Saissi, F. E.

Journal:

SIAM Journal on Optimization

Year:

2017

Language:

english

File:

PDF, 308 KB

english, 2017