Yiyuan She

1. Outlier Detection Using Nonconvex Penalized Regression
   2010/06/14 by Yiyuan She, Art B. Owen, She, Yiyuan +1 · 11 citations
   Computer Science · Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Advanced Statistical Process Monitoring #Statistical Methods and Inference #cs.LG #msc:62F35 #msc:62J07 #stat.CO #stat.ME
2. Thresholding-based Iterative Selection Procedures for Model Selection and Shrinkage
   2008/12/30 by Yiyuan She, She, Yiyuan · 1 citation
   Computer Science · Engineering · Mathematics · #62J05 (Primary) #62J07 #Control Systems and Identification #FOS: Mathematics #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques #Statistics Theory (math.ST) #math.ST #msc:62J05 #msc:62J07 #stat.TH
3. Robust Orthogonal Complement Principal Component Analysis
   2014/10/05 by Yiyuan She, Shijie Li, She, Yiyuan +3 · 1 citation
   Chemistry · Engineering · Mathematics · #Advanced Statistical Methods and Models #Computation (stat.CO) #FOS: Computer and information sciences #Methodology (stat.ME) #Sparse and Compressive Sensing Techniques #Spectroscopy and Chemometric Analyses #stat.CO #stat.ME
4. Robust Reduced Rank Regression
   2015/09/14 by Yiyuan She, She, Yiyuan, Kun Chen +1 · 1 citation
   Engineering · Mathematics · #Advanced Statistical Methods and Models #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Statistics Theory (math.ST)
5. Gaining Outlier Resistance With Progressive Quantiles: Fast Algorithms and Theoretical Studies
   2021/12/15 by Yiyuan She, Zhifeng Wang, She, Yiyuan +3 · 1 citation
   Computer Science · Engineering · Mathematics · #Advanced Statistical Methods and Models #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Mathematics #Fault Detection and Control Systems #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
6. Slow Kill for Big Data Learning
   2023/05/02 by Yiyuan She, Jianhui Shen, She, Yiyuan +3 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Methodology (stat.ME)