Su-In Lee

1. A Unified Approach to Interpreting Model Predictions
   2017/05/22 by Scott Lundberg, Lundberg, Scott, Su-In Lee +2 · 1 voice · 938 citations
   Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #cs.AI #cs.LG #stat.ML
2. From local explanations to global understanding with explainable AI for trees
   2020/01/17 by Scott Lundberg, Scott M. Lundberg, Gabriel Erion +11 · 132 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI)
3. Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution
   2024/01/29 by Ian Covert, Covert, Ian, Chanwoo Kim +8 · 2 voices · 3 citations
   Computer Science · #Machine Learning and Data Classification
4. Explainable AI for computational pathology identifies model limitations and tissue biomarkers
   2024/09/04 by Jakub Kaczmarzyk, Jakub R. Kaczmarzyk, Kim, Chanwoo +14 · 1 voice · 1 citation
   Computer Science · Medicine · #Explainable Artificial Intelligence (XAI) #AI in cancer detection #Artificial Intelligence in Healthcare and Education