Discrete convexity and polynomial solvability in minimum 0-extension problems Hiroshi Hirai Full Length Paper 24 October 2014 Pages: 1 - 55
The direct extension of ADMM for multi-block convex minimization problems is not necessarily convergent Caihua ChenBingsheng HeXiaoming Yuan Full Length Paper 17 October 2014 Pages: 57 - 79
Higher-order reverse automatic differentiation with emphasis on the third-order R. M. GowerA. L. Gower Full Length Paper 29 October 2014 Pages: 81 - 103
Accelerated proximal stochastic dual coordinate ascent for regularized loss minimization Shai Shalev-ShwartzTong Zhang Full Length Paper 20 November 2014 Pages: 105 - 145
Ray projection for optimizing polytopes with prohibitively many constraints in set-covering column generation Daniel Porumbel Full Length Paper 17 December 2014 Pages: 147 - 197
New analysis and results for the Frank–Wolfe method Robert M. FreundPaul Grigas Full Length Paper 28 November 2014 Pages: 199 - 230
Distributionally robust chance constraints for non-linear uncertainties Wenzhuo YangHuan Xu Full Length Paper 19 November 2014 Pages: 231 - 265
Mini-batch stochastic approximation methods for nonconvex stochastic composite optimization Saeed GhadimiGuanghui LanHongchao Zhang Full Length Paper 11 December 2014 Pages: 267 - 305
Worst case complexity of direct search under convexity M. DodangehL. N. Vicente Full Length Paper 28 November 2014 Pages: 307 - 332
A Schur complement based semi-proximal ADMM for convex quadratic conic programming and extensions Xudong LiDefeng SunKim-Chuan Toh Full Length Paper 14 December 2014 Pages: 333 - 373
Constraint aggregation for rigorous global optimization Ferenc DomesArnold Neumaier Full Length Paper 16 December 2014 Pages: 375 - 401
Conic version of Loewner–John ellipsoid theorem Alberto SeegerMounir Torki Full Length Paper 14 December 2014 Pages: 403 - 433
A semismooth Newton-CG based dual PPA for matrix spectral norm approximation problems Caihua ChenYong-Jin LiuKim-Chuan Toh Full Length Paper 21 December 2014 Pages: 435 - 470
The continuous knapsack set Sanjeeb DashOktay GünlükLaurence A. Wolsey Full Length Paper 06 February 2015 Pages: 471 - 496
A deterministic rescaled perceptron algorithm Javier PeñaNegar Soheili Full Length Paper 17 January 2015 Pages: 497 - 510
Iteration-complexity of first-order augmented Lagrangian methods for convex programming Guanghui LanRenato D. C. Monteiro Full Length Paper 24 January 2015 Pages: 511 - 547
Stochastic gradient descent, weighted sampling, and the randomized Kaczmarz algorithm Deanna NeedellNathan SrebroRachel Ward Full Length Paper 03 February 2015 Pages: 549 - 573
Intersection cuts for nonlinear integer programming: convexification techniques for structured sets Sina ModaresiMustafa R. KılınçJuan Pablo Vielma Full Length Paper 17 February 2015 Pages: 575 - 611
A note on Fejér-monotone sequences in product spaces and its applications to the dual convergence of augmented Lagrangian methods M. Marques AlvesB. F. Svaiter Short Communication 04 December 2014 Pages: 613 - 616
Erratum to: Threshold Boolean form for joint probabilistic constraints with random technology matrix Alexander KoganMiguel A. LejeuneJames Luedtke Erratum 11 December 2015 Pages: 617 - 620
