24 citations · 44 across the 2 of their papers we have counts for
2 papers
stat.ML2017★ 20 cited
Robust PCA by Manifold Optimization
Teng Zhang, Yi Yang
Robust PCA is a widely used statistical procedure to recover a underlying low-rank matrix with grossly corrupted observations. This work considers the problem of robust PCA as a no…
stat.ME2015★ 24 cited
Multiclass Sparse Discriminant Analysis
Qing Mai, Yi Yang, Hui Zou
In recent years many sparse linear discriminant analysis methods have been proposed for high-dimensional classification and variable selection. However, most of these proposals foc…