Volume 174, Issue 1-2

Search all Mathematical Programming articles

March 2019

Special Issue: Variational Analysis in Modern Statistics

Issue Editor:

Johannes O. Royset

23 articles in this issue

Preface
Johannes O. Royset
Preface 28 February 2019 Pages: 1 - 3
Concave regression: value-constrained estimation and likelihood ratio-based inference
Charles R. Doss
Full Length Paper 12 October 2018 Pages: 5 - 39
A distributed one-step estimator
Cheng Huang
Xiaoming Huo
Full Length Paper 20 February 2019 Pages: 41 - 76
Statistical inference of semidefinite programming
Alexander Shapiro
Full Length Paper 28 February 2018 Pages: 77 - 97
Generalized conditioning based approaches to computing confidence intervals for solutions to stochastic variational inequalities
Michael Lamm
Shu Lu
Full Length Paper 04 May 2018 Pages: 99 - 127
Maximum a posteriori estimators as a limit of Bayes estimators
Robert Bassett
Julio Deride
Full Length Paper 30 January 2018 Pages: 129 - 144
Regression analysis: likelihood, error and entropy
Bogdan Grechuk
Michael Zabarankin
Full Length Paper 23 March 2018 Pages: 145 - 166
Subdifferential characterization of probability functions under Gaussian distribution
Abderrahim Hantoute
René Henrion
Pedro Pérez-Aros
Full Length Paper 29 January 2018 Pages: 167 - 194
On the pervasiveness of difference-convexity in optimization and statistics
Maher Nouiehed
Jong-Shi Pang
Meisam Razaviyayn
Full Length Paper 29 May 2018 Pages: 195 - 222
Correction to: On the pervasiveness of difference-convexity in optimization and statistics
Maher Nouiehed
Jong-Shi Pang
Meisam Razaviyayn
Correction 07 March 2019 Pages: 223 - 224
Statistics with set-valued functions: applications to inverse approximate optimization
Anil Aswani
Full Length Paper 07 March 2018 Pages: 225 - 251
On variance reduction for stochastic smooth convex optimization with multiplicative noise
Alejandro Jofré
Philip Thompson
Full Length Paper 05 June 2018 Pages: 253 - 292
Sub-sampled Newton methods
Farbod Roosta-Khorasani
Michael W. Mahoney
Full Length Paper 16 November 2018 Pages: 293 - 326
A family of inexact SQA methods for non-smooth convex minimization with provable convergence guarantees based on the Luo–Tseng error bound property
Man-Chung Yue
Zirui Zhou
Anthony Man-Cho So
Full Length Paper 30 April 2018 Pages: 327 - 358
Level-set methods for convex optimization
Aleksandr Y. Aravkin
James V. Burke
Scott Roy
Full Length Paper 04 December 2018 Pages: 359 - 390
Convergence of inertial dynamics and proximal algorithms governed by maximally monotone operators
Hedy Attouch
Juan Peypouquet
Full Length Paper 07 March 2018 Pages: 391 - 432
Stochastic quasi-Fejér block-coordinate fixed point iterations with random sweeping II: mean-square and linear convergence
Patrick L. Combettes
Jean-Christophe Pesquet
Full Length Paper 26 May 2018 Pages: 433 - 451
Solving monotone stochastic variational inequalities and complementarity problems by progressive hedging
R. Tyrrell Rockafellar
Jie Sun
Full Length Paper 07 March 2018 Pages: 453 - 471
Distributionally robust shortfall risk optimization model and its approximation
Shaoyan Guo
Huifu Xu
Full Length Paper Open access 07 June 2018 Pages: 473 - 498
Incorporating statistical model error into the calculation of acceptability prices of contingent claims
Martin Glanzer
Georg Ch. Pflug
Alois Pichler
Full Length Paper Open access 19 December 2018 Pages: 499 - 524
Spectral risk measures: the risk quadrangle and optimal approximation
Drew P. Kouri
Full Length Paper 24 May 2018 Pages: 525 - 552
Variational perspective on local graph clustering
Kimon Fountoulakis
Farbod Roosta-Khorasani
Michael W. Mahoney
Full Length Paper 02 December 2017 Pages: 553 - 573
Maximization of AUC and Buffered AUC in binary classification
Matthew Norton
Stan Uryasev
Full Length Paper 05 July 2018 Pages: 575 - 612

Volume 174, Issue 1-2

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