Gregory Plumb

1. Model Agnostic Supervised Local Explanations
   2018/07/09 by Gregory Plumb, Plumb, Gregory, Denali Molitor +3 · 4 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
2. Finding and Fixing Spurious Patterns with Explanations
   2021/06/03 by Gregory Plumb, Marco Túlio Ribeiro, Plumb, Gregory +3 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Interpretable machine learning
   2022/07/21 by Valerie Chen, Jeffrey Li, Joon Sik Kim +2 · 3 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification
4. A Learning Theoretic Perspective on Local Explainability
   2020/11/02 by Jeffrey Li, Li, Jeffrey, Vaishnavh Nagarajan +5 · 1 citation
   Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Machine Learning and Algorithms
5. Interpretable Machine Learning: Moving From Mythos to Diagnostics
   2021/03/10 by Valerie Chen, Chen, Valerie, Jeffrey Li +7 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare