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Mathematical Programming, Volume 155
Volume 155, Numbers 1-2, January 2016
- Hiroshi Hirai:
Discrete convexity and polynomial solvability in minimum 0-extension problems. 1-55 - Caihua Chen, Bingsheng He, Yinyu Ye, Xiaoming Yuan:
The direct extension of ADMM for multi-block convex minimization problems is not necessarily convergent. 57-79 - Robert Mansel Gower
, Artur L. Gower:
Higher-order reverse automatic differentiation with emphasis on the third-order. 81-103 - Shai Shalev-Shwartz, Tong Zhang:
Accelerated proximal stochastic dual coordinate ascent for regularized loss minimization. 105-145 - Daniel Porumbel:
Ray projection for optimizing polytopes with prohibitively many constraints in set-covering column generation. 147-197 - Robert M. Freund, Paul Grigas
New analysis and results for the Frank-Wolfe method. 199-230 - Wenzhuo Yang, Huan Xu:
Distributionally robust chance constraints for non-linear uncertainties. 231-265 - Saeed Ghadimi, Guanghui Lan, Hongchao Zhang:
Mini-batch stochastic approximation methods for nonconvex stochastic composite optimization. 267-305 - Mahdi Dodangeh
Worst case complexity of direct search under convexity. 307-332 - Xudong Li
A Schur complement based semi-proximal ADMM for convex quadratic conic programming and extensions. 333-373 - Ferenc Domes, Arnold Neumaier
Constraint aggregation for rigorous global optimization. 375-401 - Alberto Seeger, Mounir Torki:
Conic version of Loewner-John ellipsoid theorem. 403-433 - Caihua Chen, Yong-Jin Liu, Defeng Sun
A semismooth Newton-CG based dual PPA for matrix spectral norm approximation problems. 435-470 - Sanjeeb Dash, Oktay Günlük
The continuous knapsack set. 471-496 - Javier Peña
A deterministic rescaled perceptron algorithm. 497-510 - Guanghui Lan, Renato D. C. Monteiro:
Iteration-complexity of first-order augmented Lagrangian methods for convex programming. 511-547 - Deanna Needell, Nathan Srebro, Rachel A. Ward
Stochastic gradient descent, weighted sampling, and the randomized Kaczmarz algorithm. 549-573 - Sina Modaresi, Mustafa R. Kilinç, Juan Pablo Vielma:
Intersection cuts for nonlinear integer programming: convexification techniques for structured sets. 575-611 - Maicon Marques Alves, Benar Fux Svaiter
A note on Fejér-monotone sequences in product spaces and its applications to the dual convergence of augmented Lagrangian methods. 613-616 - Alexander Kogan, Miguel A. Lejeune, James R. Luedtke:
Erratum to: Threshold Boolean form for joint probabilistic constraints with random technology matrix. 617-620
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