Hayden McTavish

14 papers A* 6Journal 6Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	REALITrees: Rashomon Ensemble Active Learning for Interpretable Trees. CoRR Simon D. Nguyen, Hayden McTavish, Kentaro Hoffman, Cynthia Rudin, Tyler H. McCormick
2025	A*	`conf`	Leveraging Predictive Equivalence in Decision Trees. ICML Hayden McTavish, Zachery Boner, Jon Donnelly, Margo I. Seltzer, Cynthia Rudin
2025	J	`jnl`	Leveraging Predictive Equivalence in Decision Trees. CoRR Hayden McTavish, Zachery Boner, Jon Donnelly, Margo I. Seltzer, Cynthia Rudin
2025	J	`jnl`	Near Optimal Decision Trees in a SPLIT Second. CoRR Varun Babbar, Hayden McTavish, Cynthia Rudin, Margo I. Seltzer
2025	A*	`conf`	Near-Optimal Decision Trees in a SPLIT Second. ICML Varun Babbar, Hayden McTavish, Cynthia Rudin, Margo I. Seltzer
2025	A*	`conf`	Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time. CVPR Jon Donnelly, Zhicheng Guo, Alina Jade Barnett, Hayden McTavish, Chaofan Chen, Cynthia Rudin
2025	J	`jnl`	Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time. CoRR Jon Donnelly, Zhicheng Guo, Alina Jade Barnett, Hayden McTavish, Chaofan Chen, Cynthia Rudin
2025	A*	`conf`	Selective Preference Aggregation. ICML Shreyas Kadekodi, Hayden McTavish, Berk Ustun
2024	A*	`conf`	Interpretable Generalized Additive Models for Datasets with Missing Values. NeurIPS Hayden McTavish, Jon Donnelly, Margo I. Seltzer, Cynthia Rudin
2024	J	`jnl`	Interpretable Generalized Additive Models for Datasets with Missing Values. CoRR Hayden McTavish, Jon Donnelly, Margo I. Seltzer, Cynthia Rudin
2023	—	`conf`	Engagement and Anonymity in Online Computer Science Course Forums. ICER (1) Mrinal Sharma, Hayden McTavish, Zimo Peng, Anshul Shah, Vardhan Agarwal, Caroline Sih, Emma Hogan, Ismael Villegas Molina, Adalbert Gerald Soosai Raj, Kristen Vaccaro
2023	—	`conf`	Instructor Perspectives on Prerequisite Courses in Computing. SIGCSE (1) Sophia Krause-Levy, Adrian Salguero, Rachel S. Lim, Hayden McTavish, Jelena Trajkovic, Leo Porter, William G. Griswold
2022	A*	`conf`	Fast Sparse Decision Tree Optimization via Reference Ensembles. AAAI Hayden McTavish, Chudi Zhong, Reto Achermann, Ilias Karimalis, Jacques Chen, Cynthia Rudin, Margo I. Seltzer
2021	J	`jnl`	Fast Sparse Decision Tree Optimization via Reference Ensembles. CoRR Hayden McTavish, Chudi Zhong, Reto Achermann, Ilias Karimalis, Jacques Chen, Cynthia Rudin, Margo I. Seltzer