Geometry of the Gaussian graphical model of the cycle
Rodica Andreea Dinu, Mateusz Micha{\l}ek, Martin Vodi\v{c}ka

TL;DR
This paper proves a conjecture about the degree of a projective variety linked to the Gaussian graphical model of a cycle, using advanced intersection theory methods.
Contribution
It introduces new intersection theory techniques to determine the degree of the Gaussian graphical model of a cycle, confirming a conjecture by Sturmfels and Uhler.
Findings
Confirmed the conjecture on the degree of the model.
Developed novel methods based on intersection theory.
Enhanced understanding of the geometry of Gaussian graphical models.
Abstract
We prove a conjecture due to Sturmfels and Uhler concerning the degree of the projective variety associated to the Gaussian graphical model of the cycle. We involve new methods based on the intersection theory in the space of complete quadrics.
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
TopicsAlgebraic Geometry and Number Theory · Polynomial and algebraic computation · Advanced Combinatorial Mathematics
