1. The role of optimization in some recent advances in data-driven decision-making

   • Lennart Baardman
   • Rares Cristian
   • Leann Thayaparan

   Full Length Paper Open access 11 August 2022 Pages: 1 - 35

   

2. Newton acceleration on manifolds identified by proximal gradient methods

   • Gilles Bareilles
   • Franck Iutzeler
   • Jérôme Malick

   Full Length Paper 30 August 2022 Pages: 37 - 70

   

3. On the effective Putinar’s Positivstellensatz and moment approximation

   • Lorenzo Baldi
   • Bernard Mourrain

   Full Length Paper 06 September 2022 Pages: 71 - 103

   

4. Homogenization for polynomial optimization with unbounded sets

   • Lei Huang
   • Jiawang Nie
   • Ya-Xiang Yuan

   Full Length Paper 20 August 2022 Pages: 105 - 145

5. Fast Augmented Lagrangian Method in the convex regime with convergence guarantees for the iterates

   • Radu Ioan Boţ
   • Ernö Robert Csetnek
   • Dang-Khoa Nguyen

   Full Length Paper Open access 16 August 2022 Pages: 147 - 197

   

6. High-multiplicity N-fold IP via configuration LP

   • Dušan Knop
   • Martin Koutecký
   • Shmuel Onn

   Full Length Paper Open access 21 September 2022 Pages: 199 - 227

7. Error bounds, facial residual functions and applications to the exponential cone

   • Scott B. Lindstrom
   • Bruno F. Lourenço
   • Ting Kei Pong

   Full Length Paper Open access 13 October 2022 Pages: 229 - 278

   

8. Distributionally robust stochastic variational inequalities

   • Hailin Sun
   • Alexander Shapiro
   • Xiaojun Chen

   Full Length Paper 21 September 2022 Pages: 279 - 317

   

9. The smoothed number of Pareto-optimal solutions in bicriteria integer optimization

   • René Beier
   • Heiko Röglin
   • Berthold Vöcking

   Full Length Paper Open access 27 September 2022 Pages: 319 - 355

   

10. k-median: exact recovery in the extended stochastic ball model

    • Alberto Del Pia
    • Mingchen Ma

    Full Length Paper 06 October 2022 Pages: 357 - 423

    

11. Non-asymptotic superlinear convergence of standard quasi-Newton methods

    • Qiujiang Jin
    • Aryan Mokhtari

    Full Length Paper Open access 17 September 2022 Pages: 425 - 473

    

12. Facial reduction for symmetry reduced semidefinite and doubly nonnegative programs

    • Hao Hu
    • Renata Sotirov
    • Henry Wolkowicz

    Full Length Paper Open access 27 September 2022 Pages: 475 - 529

    

13. A limiting analysis on regularization of singular SDP and its implication to infeasible interior-point algorithms

    • Takashi Tsuchiya
    • Bruno F. Lourenço
    • Takayuki Okuno

    Full Length Paper Open access 07 November 2022 Pages: 531 - 568

14. Branch-and-bound solves random binary IPs in poly(n)-time

    • Santanu S. Dey
    • Yatharth Dubey
    • Marco Molinaro

    Full Length Paper 19 October 2022 Pages: 569 - 587

    

15. 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