Tag: projection
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Data-driven Projection Generation for Efficiently Solving Heterogeneous Quadratic Programming Problems
Data-driven Projection Generation for Efficiently Solving Heterogeneous Quadratic Programming Problems arXiv:2510.26061v1 Announce Type: new Abstract: We propose a data-driven framework for efficiently solving quadratic programming (QP) problems by reducing the number of variables in high-dimensional QPs using instance-specific projection. A graph neural network-based model is designed to generate projections tailored to each QP instance, enabling…