Journal: Math. Program.

Volume 201, Issue 1

1 -- 61Yuhao Zhou, Chenglong Bao, Chao Ding, Jun Zhu 0001. A semismooth Newton based augmented Lagrangian method for nonsmooth optimization on matrix manifolds
63 -- 96Marc Teboulle, Yakov Vaisbourd. An elementary approach to tight worst case complexity analysis of gradient based methods
97 -- 131Li Wang 0033, Lei-Hong Zhang, Ren-Cang Li. Trace ratio optimization with an application to multi-view learning
133 -- 184David L. Applegate, Oliver Hinder, Haihao Lu, Miles Lubin. Faster first-order primal-dual methods for linear programming using restarts and sharpness
185 -- 230Mathieu Barré, Adrien B. Taylor, Francis R. Bach. Principled analyses and design of first-order methods with inexact proximal operators
231 -- 262Yura Malitsky, Matthew K. Tam. Resolvent splitting for sums of monotone operators with minimal lifting
263 -- 293Alberto Del Pia. An approximation algorithm for indefinite mixed integer quadratic programming
295 -- 338Alper Atamtürk, Andrés Gómez 0001. Supermodularity and valid inequalities for quadratic optimization with indicators
339 -- 372Johannes O. Royset. Consistent approximations in composite optimization
373 -- 407Benjamin Grimmer, Haihao Lu, Pratik Worah, Vahab Mirrokni. The landscape of the proximal point method for nonconvex-nonconcave minimax optimization
409 -- 472Heng Yang 0002, Ling Liang, Luca Carlone, Kim-Chuan Toh. An inexact projected gradient method with rounding and lifting by nonlinear programming for solving rank-one semidefinite relaxation of polynomial optimization
473 -- 520Sen Na, Michal Derezinski, Michael W. Mahoney. Hessian averaging in stochastic Newton methods achieves superlinear convergence
521 -- 558Lior Doron, Shimrit Shtern. Methodology and first-order algorithms for solving nonsmooth and non-strongly convex bilevel optimization problems
559 -- 598Robert J. Baraldi, Drew P. Kouri. A proximal trust-region method for nonsmooth optimization with inexact function and gradient evaluations
599 -- 633Ching-Pei Lee. Accelerating inexact successive quadratic approximation for regularized optimization through manifold identification
635 -- 706Zi Xu, Huiling Zhang, Yang Xu, Guanghui Lan. A unified single-loop alternating gradient projection algorithm for nonconvex-concave and convex-nonconcave minimax problems
707 -- 802Gen Li 0005, Yuting Wei, Yuejie Chi, Yuxin Chen 0002. Softmax policy gradient methods can take exponential time to converge
803 -- 861Qimeng Yu, Simge Küçükyavuz. Strong valid inequalities for a class of concave submodular minimization problems under cardinality constraints
863 -- 896Alberto De Marchi, Xiaoxi Jia, Christian Kanzow, Patrick Mehlitz. Constrained composite optimization and augmented Lagrangian methods
897 -- 952Clarice Poon, Gabriel Peyré. Smooth over-parameterized solvers for non-smooth structured optimization