Laber, Eric B.
- Estimating Dynamic Treatment Regimes in Mobile Health Using V-learning
2016/11/10 by Luckett, Daniel J., Laber, Eric B., Kahkoska, Anna R. +3 · 3 citations
#FOS: Computer and information sciences #Machine Learning (stat.ML)
- Using Decision Lists to Construct Interpretable and Parsimonious Treatment Regimes
2015/04/29 by Yichi Zhang, Zhang, Yichi, Eric B. Laber +5 · 2 citations
Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference #Statistical Methods in Clinical Trials
- Estimation and Optimization of Composite Outcomes
2017/11/28 by Daniel J. Luckett, Luckett, Daniel J., Eric B. Laber +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Genetic Associations and Epidemiology #Machine Learning (stat.ML) #Statistical Methods in Clinical Trials
- Efficient augmentation and relaxation learning for individualized treatment rules using observational data
2019/01/03 by Ying‐Qi Zhao, Zhao, Ying-Qi, Eric B. Laber +7 · 1 citation
Mathematics · Medicine · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Liver Disease Diagnosis and Treatment #Methodology (stat.ME) #Statistical Methods and Inference
- Generalization error for decision problems
2018/12/20 by Eric B. Laber, Min Qian, Laber, Eric B. +1 · 1 citation
Computer Science · Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #Methodology (stat.ME) #Neural Networks and Applications #Statistics Education and Methodologies
- Thompson Sampling for Pursuit-Evasion Problems
2018/11/11 by Zhen Li, Nicholas J. Meyer, Li, Zhen +5 · 1 citation
Engineering · Computer Science · #Guidance and Control Systems #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning
- Sample Size Calculations for SMARTs
2019/06/16 by Éric Rose, Eric B. Laber, Rose, Eric J. +9 · 1 citation
Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference #Statistical Methods in Clinical Trials
- Sequential Knockoffs for Variable Selection in Reinforcement Learning
2023/03/24 by Ma, Tao, Zhu, Jin, Cai, Hengrui +4 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)