Riemannian Langevin Monte Carlo schemes for sampling PSD matrices with fixed rank

Tianmin Yu, Shixin Zheng, Jianfeng Lu +2

This paper introduces two explicit schemes to sample matrices from Gibbs distributions on ${\mathcal{S}}_{+}^{n,p}$, the manifold of real positive semi-definite (PSD) matrices of size $…