Determinantal point processes on complex manifolds: Construction and limit theorems
Abstract
We develop a coordinate-free probabilistic framework for determinantal point processes associated with Bergman kernels on compact complex manifolds. The basic issue is that Bergman kernels are naturally line-bundle-valued: . Hence the usual determinantal formula for correlation functions is not literally a scalar determinant unless one first gives it an intrinsic meaning. We rigorously define this determinant and prove that every finite-dimensional Hilbert space of sections of a Hermitian line bundle gives rise to a genuine finite-rank projection determinantal point process on the base manifold. We then isolate a collection of finite-dimensional transfer principles showing how diagonal asymptotics, near-diagonal asymptotics, Schur complements, Toeplitz trace expansions and determinant asymptotics are converted into probabilistic statements. Specializing to , this gives the Bergman ensemble as the geometric analogue of an orthogonal polynomial ensemble, and some of the transfer principles allow us to recover previously known results of Berman.
Cite
@article{arxiv.2211.06955,
title = {Determinantal point processes on complex manifolds: Construction and limit theorems},
author = {Thibaut Lemoine},
journal= {arXiv preprint arXiv:2211.06955},
year = {2026}
}
Comments
Complete restructuration of the content around two principles: a coordinate-free construction of the line-bundle-valued kernel DPPs and a series of transfer principles that convert asymptotics of the kernel into limit theorems. 34 pages