Bin Yu

On Model Selection Consistency of Lasso

Peng Zhao, Bin Yu · 2006 · 2K citations

Business, Biostatistics, Statistical Modeling +12

Metalearners for estimating heterogeneous treatment effects using machine learning

Sören R. Künzel, Jasjeet S. Sekhon, Peter J. Bickel et al. · Proceedings of the National Academy of Sciences · 2019 · 983 citations · Full text

Computing, Computer Science, Political Science +16

SPECTRAL CLUSTERING AND THE HIGH-DIMENSIONAL STOCHASTIC BLOCKMODEL

Karl Rohe, Sourav Chatterjee, Bin Yu · 2013 · 799 citations

Computing, Visualization, Complex Systems +16

High-dimensional covariance estimation by minimizing ℓ1-penalized log-determinant divergence

Pradeep Ravikumar, Martin J. Wainwright, Garvesh Raskutti et al. · Electronic Journal of Statistics · 2011 · 793 citations · Full text

Computing, Computer Science, Mathematics +16

Minimax Rates of Estimation for High-Dimensional Linear Regression Over $\ell_q$-Balls

Garvesh Raskutti, Martin J. Wainwright, Bin Yu · IEEE Transactions on Information Theory · 2011 · 485 citations

Social Sciences, Biostatistics, Econometrics +12