Indirect Gaussian Graph Learning beyond Gaussianity

no code implementations • 8 Oct 2016 • Yiyuan She, Shao Tang, Qiaoya Zhang

This paper studies how to capture dependency graph structures from real data which may not be Gaussian.

Graph Learning

Sparse Generalized Principal Component Analysis for Large-scale Applications beyond Gaussianity

no code implementations • 12 Dec 2015 • Qiaoya Zhang, Yiyuan She

Principal Component Analysis (PCA) is a dimension reduction technique.

Dimensionality Reduction