Generalized Integer Splines on Arbitrary Graphs
Lauren Rose, Jeff Suzuki

TL;DR
This paper introduces a framework for generalized integer splines on arbitrary graphs, using collapsing operations to analyze their structure and construct module bases based on edge weights.
Contribution
It presents a novel collapsing technique that reduces graphs to single vertices, enabling explicit basis construction for spline modules.
Findings
Collapse operations preserve spline module structure
Explicit basis construction from edge weights
Applicable to arbitrary graphs
Abstract
Generalized integer splines on a graph with integer edge weights are integer vertex labelings such that if two vertices share an edge in , the vertex labels are congruent modulo the edge weight. We introduce collapsing operations that reduce any simple graph to a single vertex, carrying with it the edge weight information. This corresponds to a sequence of surjective maps between the associated spline modules, leading to an explicit construction of a module basis in terms of the edge weights.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAdvanced Numerical Analysis Techniques · Cancer Immunotherapy and Biomarkers · Inflammatory mediators and NSAID effects
