Sparse Group Lasso: Optimal Sample Complexity, Convergence Rate, and Statistical Inference.

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第一作者： T Tony,Cai

第一单位： Department of Statistics & Data Science, The Wharton School, University of Pennsylvania, Philadelphia, PA 19104.

作者： T Tony,Cai ^[1] ; Anru R,Zhang ^[2] ; Yuchen,Zhou ^[3]

作者单位： Department of Statistics & Data Science, The Wharton School, University of Pennsylvania, Philadelphia, PA 19104. ^[1] Departments of Biostatistics & Bioinformatics, Computer Science, Mathematics, and Statistical Science, Duke University, Durham, NC 27710.;Department of Statistics, University of Wisconsin-Madison, Madison, WI 53706. ^[2] Department of Statistics & Data Science, The Wharton School, University of Pennsylvania, Philadelphia, PA 19104.;Department of Statistics, University of Wisconsin-Madison, Madison, WI 53706. ^[3]

关键词 approximate dual certificate convex optimization simultaneously structured model sparse group Lasso sparsity

DOI 10.1109/tit.2022.3175455

PMID 36865503

发布时间 2024-06-07

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