Hayden McTavish

According to our database, Hayden McTavish authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Leveraging Predictive Equivalence in Decision Trees.

Hayden McTavish, Zachery Boner, Jon Donnelly, Margo I. Seltzer, Cynthia Rudin

CoRR, June, 2025

Near Optimal Decision Trees in a SPLIT Second.

Varun Babbar, Hayden McTavish, Cynthia Rudin, Margo I. Seltzer

CoRR, February, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Interpretable Generalized Additive Models for Datasets with Missing Values.

Hayden McTavish, Jon Donnelly, Margo I. Seltzer, Cynthia Rudin

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Instructor Perspectives on Prerequisite Courses in Computing.

Sophia Krause-Levy, Adrian Salguero, Rachel S. Lim, Hayden McTavish, Jelena Trajkovic, Leo Porter, William G. Griswold

Proceedings of the 54th ACM Technical Symposium on Computer Science Education, Volume 1, 2023

Engagement and Anonymity in Online Computer Science Course Forums.

Mrinal Sharma, Hayden McTavish, Zimo Peng, Anshul Shah, Vardhan Agarwal, Caroline Sih, Emma Hogan, Ismael Villegas Molina, Adalbert Gerald Soosai Raj, Kristen Vaccaro

Proceedings of the 2023 ACM Conference on International Computing Education Research, 2023

2022

Fast Sparse Decision Tree Optimization via Reference Ensembles.

Hayden McTavish, Chudi Zhong, Reto Achermann, Ilias Karimalis, Jacques Chen, Cynthia Rudin, Margo I. Seltzer

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022