Yiyuan She - Concepedia

Author

Yiyuan She

Florida State University ORCID

Also Known As

She, Yiyuan, Yiyuan She

Publications

1.8K

Citations

H-Index

Concepts

All Affiliations

Florida State University University of Florida

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	13	13	1.2K
2	Data Science	12	12	1.1K
3	Computer Science	6	6	616
4	Public Health	1	1	18
5	Biostatistics	1	1	18

Yiyuan She

Publications

1.5K

Citations

H-Index

Page 1

	Year	Citations
Outlier Detection Using Nonconvex Penalized Regression Yiyuan She, Art B. Owen Journal of the American Statistical Association Anomaly DetectionMachine LearningData ScienceData MiningSparse Vector	2011	313
Why Deep Learning Works: A Manifold Disentanglement Perspective Pratik Prabhanjan Brahma, Dapeng Wu, Yiyuan She IEEE Transactions on Neural Networks and Learning Systems Artificial IntelligenceGeometric LearningConvolutional Neural NetworkDeep Neural NetworksMachine Vision	2015	191
Thresholding-based iterative selection procedures for model selection and shrinkage Yiyuan She Electronic Journal of Statistics Mathematical ProgrammingNovel Hybrid-tispEngineeringMachine LearningFeature Selection	2009	145
Sparse regression with exact clustering Yiyuan She Electronic Journal of Statistics	2010	138
The Group Square-Root Lasso: Theoretical Properties and Fast Algorithms Florentina Bunea, Johannes Lederer, Yiyuan She IEEE Transactions on Information Theory Low-rank ApproximationSparse RepresentationEngineeringHigh-dimensional MethodData Science	2013	135
A comparison of typical ℓ minimization algorithms Qin Lyu, Zhouchen Lin, Yiyuan She, Neurocomputing EngineeringConvex OptimizationInverse ProblemsComputer ScienceRegularization (Mathematics)	2013	115
Feature Selection with Annealing for Computer Vision and Big Data Learning Adrian Barbu, Yiyuan She, Liangjing Ding, IEEE Transactions on Pattern Analysis and Machine Intelligence EngineeringMachine LearningFeature DetectionFeature SelectionMedical Imaging Problems	2016	113
An iterative algorithm for fitting nonconvex penalized generalized linear models with grouped predictors Yiyuan She Computational Statistics & Data Analysis Latent ModelingGeneralized Linear ModelsHigh-dimensional MethodGrouped PredictorsStatistical Inference	2011	85
Group Regularized Estimation Under Structural Hierarchy Yiyuan She, Zhifeng Wang, He Jiang Journal of the American Statistical Association Mathematical ProgrammingEngineeringHigh-dimensional MethodData ScienceRegularization (Mathematics)	2016	39
Robust Orthogonal Complement Principal Component Analysis Yiyuan She, Shijie Li, Dapeng Wu Journal of the American Statistical Association EngineeringMachine LearningData SciencePattern RecognitionRow-wise Outliers	2015	30

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