Finite-rank kernel realization and completion
We consider when local finite-rank positive definite kernels comefrom a single global finite-rank kernel. The first part treats thecase where the global kernel is fixed and shows that the missing mixedblocks control when a global rank-$r$ realization exists and howrank grows when it does not. The second part treats the completionproblem, where only local kernels are given. In that setting, rank-preservingcompletion becomes a unitary patching problem on overlap generatedsubspaces. Forests always patch, full overlaps are governed by cycleconditions for the induced unitaries, and partial overlaps lead tofinite-dimensional subspace compatibility conditions. We also givea rank bound for finite completions obtained by joining two completedpieces along their common feature subspace.
Authors
- Feng Tian (ORCID: https://orcid.org/0000-0003-4996-1227)
Institutions
- Annual Reviews (US)
Publication Details
- Journal
- Constructive Mathematical Analysis
- Published
- 2026-06-30
- DOI
- https://doi.org/10.33205/cma.1942507
- Primary Topic
- Sparse and Compressive Sensing Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00