mlsanityData to 14 Oct 2026

General Heuristics for Nonconvex Quadratically Constrained Quadratic Programming

arXiv 1703.07870 ↗First posted 22 Mar 2017math.OCcited by 17

Not on the map. Why?

Abstract (arXiv)

We introduce the Suggest-and-Improve framework for general nonconvex quadratically constrained quadratic programs (QCQPs). Using this framework, we generalize a number of known methods and provide heuristics to get approximate solutions to QCQPs for which no specialized methods are available. We also introduce an open-source Python package QCQP, which implements the heuristics discussed in the paper.

Key facts. Cited by 17 papers in the map (data through 14 Oct 2026). First posted on arXiv 22 Mar 2017.

Builds on

No reference list yet.

Built on by

Cited by year (2026 to 14 Oct)

Citing papers per year: 2021: 4; 2022: 8; 2023: 1; 2024: 1; 2025: 1; 2026: 2.

17 papers.

Sort:

  1. 2022Self-Supervised Primal-Dual Learning for Constrained Optimizationcited by 61
  2. 2021ViTAS: Vision Transformer Architecture Searchcited by 31
  3. 2021BCNet: Searching for Network Width with Bilaterally Coupled Networkcited by 23
  4. 2021Hybrid Rotation Averaging: A Fast and Robust Rotation Averaging Approachcited by 19
  5. 2022Pushing the limits of fairness impossibility: Who's the fairest of them all?cited by 15
  6. 2023Improving Fair Training under Correlation Shiftscited by 14
  7. 2022SP2: A Second Order Stochastic Polyak Methodcited by 13
  8. 2021Instant Visual Odometry Initialization for Mobile ARcited by 5
  9. 2022Searching for Network Width with Bilaterally Coupled Networkcited by 4
  10. 2024Provable Bounds on the Hessian of Neural Networks: Derivative-Preserving Reachability Analysiscited by 3
  11. 2022Validation of Composite Systems by Discrepancy Propagationcited by 2
  12. 2022Skeptical binary inferences in multi-label problems with sets of probabilitiescited by 1
5 more
  1. 2022Anti-Malware Sandbox Gamescited by 0
  2. 2022Variation-based Cause Effect Identificationcited by 0
  3. 2025A proximal augmented Lagrangian method for nonconvex optimization with equality and inequality constraintscited by 0
  4. 2026Monotone Optimisation with Learned Projectionscited by 0
  5. 2026Mind Which Bird You Favour: Parameterizing Adequacy-Fluency Balance in Meta-Evaluation of Machine Translationcited by 0