Concepedia

Yiyuan She

YS

20

Publications

1.5K

Citations

16

H-Index

2009

Active since

Affiliations

Florida State University(Current)

University of Florida

Yiyuan She is an author at Florida State University specializing in engineering, data science, and statistical inference.

Top concepts

EngineeringData ScienceStatisticsMachine LearningStatistical InferenceComputer ScienceInverse ProblemsMachine VisionPattern RecognitionApproximation Theory

Publications per year

2009–2024

20

Publications

20

Outlier Detection Using Nonconvex Penalized Regression

Yiyuan She, Art B. Owen · Journal of the American Statistical Association · 2011 · 313 citations

Anomaly Detection, Machine Learning, Data Science +10

Why Deep Learning Works: A Manifold Disentanglement Perspective

Pratik Prabhanjan Brahma, Dapeng Wu, Yiyuan She · IEEE Transactions on Neural Networks and Learning Systems · 2015 · 191 citations

Artificial Intelligence, Geometric Learning, Convolutional Neural Network +14

Thresholding-based iterative selection procedures for model selection and shrinkage

Yiyuan She · Electronic Journal of Statistics · 2009 · 145 citations · Full text

Mathematical Programming, Novel Hybrid-tisp, Engineering +16

Sparse regression with exact clustering

Yiyuan She · Electronic Journal of Statistics · 2010 · 138 citations · Full text

The Group Square-Root Lasso: Theoretical Properties and Fast Algorithms

Florentina Bunea, Johannes Lederer, Yiyuan She · IEEE Transactions on Information Theory · 2013 · 135 citations

Low-rank Approximation, Sparse Representation, Engineering +12

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