Fluctuations of $\beta$-Jacobi Product Processes
Andrew Ahn

TL;DR
This paper investigates the fluctuations and edge behavior of $eta$-Jacobi product processes, revealing Gaussian fluctuations, convergence of moments, and a new interpolating process connecting known point processes across different $eta$ values.
Contribution
It introduces a $eta$-generalization of Jacobi product processes, analyzes their global fluctuations, edge convergence, and connects existing point processes through a new interpolating process.
Findings
Global fluctuations are jointly Gaussian with explicit covariances.
Convergence of moments at the edge for linearly growing matrix size.
For $eta=2$, the edge converges to an interpolating process between Airy and deterministic configurations.
Abstract
We study Markov chains formed by squared singular values of products of truncated orthogonal, unitary, symplectic matrices (corresponding to the Dyson index respectively) where time corresponds to the number of terms in the product. More generally, we consider the -Jacobi product process obtained by extrapolating to arbitrary . When the time scaling is preserved, we show that the global fluctuations are jointly Gaussian with explicit covariances. For time growing linearly with matrix size, we show convergence of moments after suitable rescaling. When , our results imply that the right edge converges to a process which interpolates between the Airy point process and a deterministic configuration. This process connects a time-parametrized family of point processes appearing in the works of Akemann-Burda-Kieburg and Liu-Wang-Wang across time. In…
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
TopicsRandom Matrices and Applications · Stochastic processes and statistical mechanics · Statistical Mechanics and Entropy
