Ji Zhu

Sparsity and Smoothness Via the Fused Lasso

Robert Tibshirani, Michael A. Saunders, Saharon Rosset et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2004 · 2.8K citations

Life Sciences, Bioinformatics, Biostatistics +14

Multi-class AdaBoost

Trevor Hastie, Saharon Rosset, Ji Zhu et al. · Statistics and Its Interface · 2009 · 1.9K citations · Full text

Computing, Computer Science, Data Mining +14

The Entire Regularization Path for the Support Vector Machine

Trevor Hastie, Saharon Rosset, Robert Tibshirani et al. · 2004 · 622 citations

Computing, Computer Science, Mathematics +16

Boosted decision trees as an alternative to artificial neural networks for particle identification

Byron P. Roe, Hai-Jun Yang, Ji Zhu et al. · Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment · 2005 · 535 citations · Full text

Computing, Computer Science, Machine Learning +8

Generalized Thresholding of Large Covariance Matrices

Adam Rothman, Elizaveta Levina, Ji Zhu · Journal of the American Statistical Association · 2009 · 512 citations

Computing, Biostatistics, Computer Science +13