High Dimensional Expanders and Property Testing
Tali Kaufman, Alexander Lubotzky

TL;DR
This paper establishes a connection between high dimensional expansion in simplicial complexes and property testing, showing that high dimensional expanders can be characterized by testable properties and deriving related results.
Contribution
It introduces a novel link between high dimensional expansion and property testing, providing new testability results for simplicial complexes.
Findings
High dimensional expanders are characterized by testable properties.
The paper derives several new testability results for simplicial complexes.
It bridges concepts from geometric group theory and property testing.
Abstract
We show that the high dimensional expansion property as defined by Gromov, Linial and Meshulam, for simplicial complexes is a form of testability. Namely, a simplicial complex is a high dimensional expander iff a suitable property is testable. Using this connection, we derive several testability results.
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
TopicsTopological and Geometric Data Analysis · Advanced Graph Theory Research · Markov Chains and Monte Carlo Methods
