Hayden McTavish
Scholar

Hayden McTavish

Google Scholar ID: OV_VJ-8AAAAJ
PhD student, Duke University
interpretabilitymachine learningeducation
Google Scholar↗
Citations & Impact
All-time
Citations
95
 
H-index
4
 
i10-index
1
 
Publications
8
 
Co-authors
18
list available
Contact
No contact links provided.
Publications
7 items
Multistage Defer Trees for Hybrid Interpretability: If at First You Can't Succeed, Tree Again
2026
Cited
0
CLARITree: Cholesky and Lookahead Accelerations for Regression with Interpretable Piecewise Linear Trees
2026
Cited
0
From Rashomon Theory to PRAXIS: Efficient Decision Tree Rashomon Sets
2026
Cited
0
REALITrees: Rashomon Ensemble Active Learning for Interpretable Trees
2026
Cited
0
Leveraging Predictive Equivalence in Decision Trees
2025
Cited
0
Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time
2025
Cited
0
Near Optimal Decision Trees in a SPLIT Second
2025
Cited
0
Resume (English only)
Co-authors
18 total
Cynthia Rudin
Cynthia Rudin
Professor of Computer Science, ECE, Statistics, and Biostatistics & Bioinformatics, Duke University
Margo Seltzer
Margo Seltzer
University of British Columbia
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Chudi Zhong
Chudi Zhong
University of North Carolina at Chapel Hill
Co-author 6
Co-author 6
Jon Donnelly
Jon Donnelly
PhD Student at Duke University
Anshul Shah
Anshul Shah
UC San Diego