Hu, Linwei
- Locally Interpretable Models and Effects based on Supervised Partitioning (LIME-SUP)
2018/06/02 by Hu, Linwei, Chen, Jie, Nair, Vijayan N. +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Surrogate Locally-Interpretable Models with Supervised Machine Learning Algorithms
2020/07/28 by Linwei Hu, Jie Chen, Hu, Linwei +5 · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Bayesian Modeling and Causal Inference
- Monotone Tree-Based GAMI Models by Adapting XGBoost
2023/09/05 by Linwei Hu, Soroush Aramideh, Hu, Linwei +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification