ZhangTong

Learning with Structured Sparsity

HuangJunzhou, ZhangTong, MetaxasDimitris · Journal of Machine Learning Research · 2011 · 170 citations

Graph Sparsity, Learning Formulation, Sparse Representation +13

Truncated power method for sparse eigenvalue problems

YuanXiao-Tong, ZhangTong · Journal of Machine Learning Research · 2013 · 103 citations

Numerical Analysis, Spectral Theory, Sparse Representation +13

On the Effectiveness of Laplacian Normalization for Graph Semi-supervised Learning

JohnsonRie, ZhangTong · Journal of Machine Learning Research · 2007 · 38 citations

Graph Sparsity, Engineering, Machine Learning +16

Sparse Online Learning via Truncated Gradient

LangfordJohn, LiLihong, ZhangTong · Journal of Machine Learning Research · 2009 · 28 citations

Mathematical Programming, Sparse Representation, Engineering +13

Stochastic dual coordinate ascent methods for regularized loss

Shalev-ShwartzShai, ZhangTong · Journal of Machine Learning Research · 2013 · 10 citations

Mathematical Programming, Support Vector Machine, Engineering +15