Jianhua Z. Huang

Sparse principal component analysis via regularized low rank matrix approximation

Haipeng Shen, Jianhua Z. Huang · Journal of Multivariate Analysis · 2007 · 683 citations

Sparse Representation, Engineering, Machine Learning +10

Sparse Reduced-Rank Regression for Simultaneous Dimension Reduction and Variable Selection

Lisha Chen, Jianhua Z. Huang · Journal of the American Statistical Association · 2012 · 249 citations

Reduced-rank Regression, Low-rank Approximation, Engineering +11

Local asymptotics for polynomial spline regression

Jianhua Z. Huang · The Annals of Statistics · 2003 · 231 citations · Full text

Parameter Estimation, Engineering, Polynomial Spline Regression +12

Segmentation, Inference and Classification of Partially Overlapping Nanoparticles

Chiwoo Park, Jianhua Z. Huang, Junyung Ji et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 173 citations

Nanoparticles, Contour Inference, Engineering +23

Interday Forecasting and Intraday Updating of Call Center Arrivals

Haipeng Shen, Jianhua Z. Huang · Manufacturing & Service Operations Management · 2008 · 145 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +15