Chen, Hugh

1. Algorithms to estimate Shapley value feature attributions
   2022/07/15 by Hugh Chen, Chen, Hugh, Ian Covert +5 · 13 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Computer Science and Game Theory (cs.GT) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
2. True to the Model or True to the Data?
   2020/06/29 by Hugh Chen, Chen, Hugh, Joseph D. Janizek +5 · 13 citations
   Computer Science · Mathematics · #Explainable Artificial Intelligence (XAI) #Bayesian Modeling and Causal Inference #Statistical Methods and Inference
3. Explainable AI for Trees: From Local Explanations to Global Understanding
   2019/05/11 by Scott Lundberg, Gabriel Erion, Lundberg, Scott M. +17 · 6 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning in Healthcare
4. Checkpoint Ensembles: Ensemble Methods from a Single Training Process
   2017/10/09 by Chen, Hugh, Lundberg, Scott, Lee, Su-In · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Explaining Models by Propagating Shapley Values of Local Components
   2019/11/27 by Chen, Hugh, Lundberg, Scott, Lee, Su-In · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Hybrid Gradient Boosting Trees and Neural Networks for Forecasting Operating Room Data
   2018/01/23 by Hugh Chen, Scott Lundberg, Chen, Hugh +3 · 1 citation
   Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Time Series Analysis and Forecasting