Yongjian Kang

University of Southern California

Department of Mathematics

2250 Alcazar Street

Los Angeles, CA 90089

United States

  • University of Southern California

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Tuning-Free Heterogeneity Pursuit in Massive Networks

USC-INET Research Paper No. 16-27
Number of pages: 58 Posted: 14 Oct 2016 Last Revised: 17 Oct 2016
Zhao Ren, Yongjian Kang, Yingying Fan and Jinchi Lv
University of Pittsburgh - Department of Statistics, University of Southern California, University of Southern California - Marshall school of Business and University of Southern California - Marshall School of Business
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Abstract:

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Heterogeneous Learning, Large-Scale Inference, Multiple Networks, Scalability, Heterogeneous Group Square-Root Lasso, Efficiency, Sparsity, and High Dimensionality