The role of optimization in some recent advances in data-driven decision-making Lennart BaardmanRares CristianLeann Thayaparan Full Length Paper Open access 11 August 2022 Pages: 1 - 35
Newton acceleration on manifolds identified by proximal gradient methods Gilles BareillesFranck IutzelerJérôme Malick Full Length Paper 30 August 2022 Pages: 37 - 70
On the effective Putinar’s Positivstellensatz and moment approximation Lorenzo BaldiBernard Mourrain Full Length Paper 06 September 2022 Pages: 71 - 103
Homogenization for polynomial optimization with unbounded sets Lei HuangJiawang NieYa-Xiang Yuan Full Length Paper 20 August 2022 Pages: 105 - 145
Fast Augmented Lagrangian Method in the convex regime with convergence guarantees for the iterates Radu Ioan BoţErnö Robert CsetnekDang-Khoa Nguyen Full Length Paper Open access 16 August 2022 Pages: 147 - 197
High-multiplicity N-fold IP via configuration LP Dušan KnopMartin KouteckýShmuel Onn Full Length Paper Open access 21 September 2022 Pages: 199 - 227
Error bounds, facial residual functions and applications to the exponential cone Scott B. LindstromBruno F. LourençoTing Kei Pong Full Length Paper Open access 13 October 2022 Pages: 229 - 278
Distributionally robust stochastic variational inequalities Hailin SunAlexander ShapiroXiaojun Chen Full Length Paper 21 September 2022 Pages: 279 - 317
The smoothed number of Pareto-optimal solutions in bicriteria integer optimization René BeierHeiko RöglinBerthold Vöcking Full Length Paper Open access 27 September 2022 Pages: 319 - 355
k-median: exact recovery in the extended stochastic ball model Alberto Del PiaMingchen Ma Full Length Paper 06 October 2022 Pages: 357 - 423
Non-asymptotic superlinear convergence of standard quasi-Newton methods Qiujiang JinAryan Mokhtari Full Length Paper Open access 17 September 2022 Pages: 425 - 473
Facial reduction for symmetry reduced semidefinite and doubly nonnegative programs Hao HuRenata SotirovHenry Wolkowicz Full Length Paper Open access 27 September 2022 Pages: 475 - 529
A limiting analysis on regularization of singular SDP and its implication to infeasible interior-point algorithms Takashi TsuchiyaBruno F. LourençoTakayuki Okuno Full Length Paper Open access 07 November 2022 Pages: 531 - 568
Branch-and-bound solves random binary IPs in poly(n)-time Santanu S. DeyYatharth DubeyMarco Molinaro Full Length Paper 19 October 2022 Pages: 569 - 587
Solving orthogonal group synchronization via convex and low-rank optimization: tightness and landscape analysis Shuyang Ling Full Length Paper 01 October 2022 Pages: 589 - 628