Iteratively reweighted \(\ell _1\) algorithms with extrapolation Peiran YuTing Kei Pong OriginalPaper 25 February 2019 Pages: 353 - 386
Empirical risk minimization: probabilistic complexity and stepsize strategy Chin Pang HoPanos Parpas OriginalPaper Open access 02 March 2019 Pages: 387 - 410
An almost cyclic 2-coordinate descent method for singly linearly constrained problems Andrea Cristofari OriginalPaper 25 February 2019 Pages: 411 - 452
A singular value p-shrinkage thresholding algorithm for low rank matrix recovery Yu-Fan LiKun ShangZheng-Hai Huang OriginalPaper 07 March 2019 Pages: 453 - 476
A semismooth Newton method for support vector classification and regression Juan YinQingna Li OriginalPaper 14 February 2019 Pages: 477 - 508
A sub-additive DC approach to the complementarity problem L. AbdallahM. HaddouT. Migot OriginalPaper 14 February 2019 Pages: 509 - 534
Optimized choice of parameters in interior-point methods for linear programming Luiz-Rafael SantosFernando Villas-BôasClovis Perin OriginalPaper 01 March 2019 Pages: 535 - 574
Parallel PIPS-SBB: multi-level parallelism for stochastic mixed-integer programs Lluís-Miquel MunguíaGeoffrey OxberryYuji Shinano OriginalPaper 15 February 2019 Pages: 575 - 601
Ordered p-median problems with neighbourhoods Víctor Blanco OriginalPaper 18 February 2019 Pages: 603 - 645
Linearization of Euclidean norm dependent inequalities applied to multibeam satellites design Jean-Thomas CaminoChristian ArtiguesStéphane Mourgues OriginalPaper 07 March 2019 Pages: 679 - 705