Search Results for author: Xiangxiong Zhang

Found 1 papers, 0 papers with code

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

no code implementations8 Sep 2023 Tianmin Yu, Shixin Zheng, Jianfeng Lu, Govind Menon, Xiangxiong Zhang

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 $n\times n$ and rank $p$.

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