Brownian motion and stochastic areas on complex partial flag manifolds with blocks of equal size
Teije Kuijper

TL;DR
This paper constructs a matrix-valued Brownian motion on complex partial flag manifolds, derives explicit characteristic functions for stochastic areas, and reveals their limit distribution as multivariate Cauchy, linking to windings on Stiefel manifolds.
Contribution
It introduces a new family of diffusions on complex flag manifolds, providing explicit formulas for stochastic areas and their distributions, and connects these to winding functionals on Stiefel manifolds.
Findings
Explicit characteristic function for stochastic areas on flag manifolds
Limit law of stochastic areas is a multivariate Cauchy distribution
New diffusions generalizing Jacobi and Hermitian Jacobi processes
Abstract
We construct a Brownian motion on complex partial flag manifolds with blocks of equal size as a matrix-valued diffusion from a Brownian motion on the unitary group. This construction leads to an explicit expression for the characteristic function of the joint distribution of the stochastic areas on these manifolds. The limit law of these stochastic areas is shown to be a multivariate Cauchy distribution with independent and identically distributed entries. By relating the area functionals on flag manifolds to the winding functional on the complex Stiefel manifold, we establish new results about simultaneous Brownian windings on the complex Stiefel manifold. To establish these results, this work introduces a new family of diffusions, which generalise both the Jacobi processes on the simplex and the Hermitian Jacobi processes.
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 · advanced mathematical theories · Point processes and geometric inequalities
