yiyuan she

11 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-5110-3179

Department of Statistics, Florida State University, Tallahassee, USA

Publications

• Gaining Outlier Resistance With Progressive Quantiles: Fast Algorithms and Theoretical Studies — Journal of the American Statistical Association 2022
• Supervised multivariate learning with simultaneous feature auto-grouping and dimension reduction — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2022
• Analysis of generalized Bregman surrogate algorithms for nonsmooth nonconvex statistical learning — The Annals of Statistics 2021
• On cross-validation for sparse reduced rank regression — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2019
• Group Regularized Estimation Under Structural Hierarchy — Journal of the American Statistical Association 2018
• Selective factor extraction in high dimensions — Biometrika 2017
• Robust Orthogonal Complement Principal Component Analysis — Journal of the American Statistical Association 2016
• Stationary-Sparse Causality Network Learning — Journal of Machine Learning Research 2013 (name-matched, not ORCID-linked)
• Joint variable and rank selection for parsimonious estimation of high-dimensional matrices — The Annals of Statistics 2012 (name-matched, not ORCID-linked)
• Optimal selection of reduced rank estimators of high-dimensional matrices — The Annals of Statistics 2011 (name-matched, not ORCID-linked)
• Outlier Detection Using Nonconvex Penalized Regression — Journal of the American Statistical Association 2011