Large-Scale Paralleled Sparse Principal Component Analysis

no code implementations • 21 Dec 2013 • W. Liu, H. Zhang, D. Tao, Y. Wang, K. Lu

Principal component analysis (PCA) is a statistical technique commonly used in multivariate data analysis.

Manifold regularized kernel logistic regression for web image annotation

no code implementations • 21 Dec 2013 • W. Liu, H. Liu, D. Tao, Y. Wang, K. Lu

In this paper, we propose manifold regularized kernel logistic regression (KLR) for web image annotation.

Binary Classification regression