McTavish, Hayden

8 publications

ICML 2025 Leveraging Predictive Equivalence in Decision Trees Hayden Mctavish, Zachery Boner, Jon Donnelly, Margo Seltzer, Cynthia Rudin

ICML 2025 Near-Optimal Decision Trees in a SPLIT Second Varun Babbar, Hayden Mctavish, Cynthia Rudin, Margo Seltzer

CVPR 2025 Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time Jon Donnelly, Zhicheng Guo, Alina Jade Barnett, Hayden McTavish, Chaofan Chen, Cynthia Rudin

ICML 2025 Selective Preference Aggregation Shreyas Kadekodi, Hayden Mctavish, Berk Ustun

NeurIPS 2024 Interpretable Generalized Additive Models for Datasets with Missing Values Hayden McTavish, Jon Donnelly, Margo Seltzer, Cynthia Rudin

NeurIPSW 2024 Selective Preference Aggregation Shreyas Kadekodi, Hayden McTavish, Berk Ustun

NeurIPSW 2024 Selective Preference Aggregation Shreyas Kadekodi, Hayden McTavish, Berk Ustun

AAAI 2022 Fast Sparse Decision Tree Optimization via Reference Ensembles Hayden McTavish, Chudi Zhong, Reto Achermann, Ilias Karimalis, Jacques Chen, Cynthia Rudin, Margo I. Seltzer