Combinatorial n-fold integer programming and applications Dušan KnopMartin KouteckýMatthias Mnich Full Length Paper 20 November 2019 Pages: 1 - 34
Newton-type methods for non-convex optimization under inexact Hessian information Peng XuFred RoostaMichael W. Mahoney Full Length Paper 22 May 2019 Pages: 35 - 70
Lower bounds for finding stationary points I Yair CarmonJohn C. DuchiAaron Sidford Full Length Paper 07 June 2019 Pages: 71 - 120
Asynchronous parallel algorithms for nonconvex optimization Loris CannelliFrancisco FacchineiGesualdo Scutari Full Length Paper 15 June 2019 Pages: 121 - 154
Online covering with \(\ell _q\)-norm objectives and applications to network design Xiangkun ShenViswanath Nagarajan Full Length Paper 18 June 2019 Pages: 155 - 182
Efficient first-order methods for convex minimization: a constructive approach Yoel DroriAdrien B. Taylor Full Length Paper 24 June 2019 Pages: 183 - 220
On the complexity of testing attainment of the optimal value in nonlinear optimization Amir Ali AhmadiJeffrey Zhang Full Length Paper 06 July 2019 Pages: 221 - 241
Convergence of a relaxed inertial proximal algorithm for maximally monotone operators Hedy AttouchAlexandre Cabot Full Length Paper 29 June 2019 Pages: 243 - 287
Approximations of semicontinuous functions with applications to stochastic optimization and statistical estimation Johannes O. Royset Full Length Paper 11 July 2019 Pages: 289 - 318
Asynchronous level bundle methods Franck IutzelerJérôme MalickWelington de Oliveira Full Length Paper 12 July 2019 Pages: 319 - 348
Applying FISTA to optimization problems (with or) without minimizers Heinz H. BauschkeMinh N. BuiXianfu Wang Full Length Paper 22 July 2019 Pages: 349 - 381
Golden ratio algorithms for variational inequalities Yura Malitsky Full Length Paper 31 July 2019 Pages: 383 - 410
A tight \(\sqrt{2}\)-approximation for linear 3-cut Kristóf BércziKarthekeyan ChandrasekaranVivek Madan Full Length Paper 29 July 2019 Pages: 411 - 443
Primal-dual optimization algorithms over Riemannian manifolds: an iteration complexity analysis Junyu ZhangShiqian MaShuzhong Zhang Full Length Paper 10 August 2019 Pages: 445 - 490
Certifiably optimal sparse inverse covariance estimation Dimitris BertsimasJourdain LamperskiJean Pauphilet Full Length Paper 17 August 2019 Pages: 491 - 530