Lee, Thomas C. M.
- Matrix Completion with Noisy Entries and Outliers
2015/03/01 by Wong, Raymond K. W., Lee, Thomas C. M. · 2 citations
#FOS: Computer and information sciences #Machine Learning (stat.ML)
- Generalized Fiducial Inference for Ultrahigh Dimensional Regression
2013/04/30 by Lai, Randy C. S., Hannig, Jan, Lee, Thomas C. M. · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems
2024/01/14 by Yue Kang, Cho‐Jui Hsieh, Kang, Yue +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
- Modeling Tangential Vector Fields on a Sphere
2016/12/23 by Fan, Minjie, Paul, Debashis, Lee, Thomas C. M. +1 · 1 citation
#Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME)
- 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
- Network estimation via graphon with node features
2018/09/03 by Su, Yi, Wong, Raymond K. W., Lee, Thomas C. M. · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- Syndicated Bandits: A Framework for Auto Tuning Hyper-parameters in Contextual Bandit Algorithms
2021/06/05 by Qin Ding, Ding, Qin, Yiwei Liu +7 · 2 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Robust Lipschitz Bandits to Adversarial Corruptions
2023/05/29 by Kang, Yue, Hsieh, Cho-Jui, Lee, Thomas C. M. · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)