McTavish, Hayden

1. Fast Sparse Decision Tree Optimization via Reference Ensembles
   2021/12/01 by Hayden McTavish, Chudi Zhong, McTavish, Hayden +11 · 10 citations
   Computer Science · #Machine Learning and Data Classification #Explainable Artificial Intelligence (XAI) #Advanced Neural Network Applications
2. Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time
   2025/03/03 by Jon Donnelly, Zhicheng Guo, Donnelly, Jon +9 · 6 citations
   Computer Science · Engineering · #Advanced Data Storage Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence
3. Near Optimal Decision Trees in a SPLIT Second
   2025/02/21 by Babbar, Varun, McTavish, Hayden, Rudin, Cynthia +1 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Interpretable Generalized Additive Models for Datasets with Missing Values
   2024/12/03 by McTavish, Hayden, Donnelly, Jon, Seltzer, Margo +1 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)