Thomas C. M. Lee
- Structural Break Estimation for Nonstationary Time Series Models
2006/02/15 by Richard A. Davis, Richard A Davis, Thomas C. M. Lee +3 · 14 citations
Decision Sciences · Engineering · #Advanced Statistical Process Monitoring #Fault Detection and Control Systems #Forecasting Techniques and Applications
- Generalized Fiducial Inference for Ultrahigh Dimensional Regression
2013/04/30 by Randy C. S. Lai, Lai, Randy C. S., Jan Hannig +3 · 1 citation
Mathematics · #FOS: Computer and information sciences #Methodology (stat.ME) #stat.ME
- Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems
2024/01/14 by Yue Kang, Kang, Yue, Cho‐Jui Hsieh +3 · 3 citations
Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Covariance Estimation via Fiducial Inference
2017/08/16 by W. Jenny Shi, Shi, W. Jenny, Jan Hannig +5 · 1 citation
Computer Science · Mathematics · #62E20 #62F12 #62F25 #62J10 #Advanced Statistical Methods and Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference
- Low-rank Matrix Bandits with Heavy-tailed Rewards
2024/04/26 by Yue Kang, Kang, Yue, Cho‐Jui Hsieh +3 · 3 citations
Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
- Reproducing Kernel Hilbert Spaces for Penalized Regression: A Tutorial
2012/02/01 by Alvaro Nosedal-Sanchez, Curtis B. Storlie, Thomas C.M. Lee +2 · 1 citation
Engineering · Mathematics · #Control Systems and Identification #Statistical Methods and Inference #Advanced Statistical Methods and Models