Hayden McTavish
6 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ICML (3)
AAAI (1)
CVPR (1)
NIPS (1)
Top co-authors
Keywords
interpretable machine learning
(2)
feature selection
(1)
model editing
(1)
branch and bound
(1)
sparse modeling
(1)
sparse optimization
(1)
missing data imputation
(1)
ensemble method
(1)
decision tree
(1)
interpretable model
(1)
black box model
(1)
generalized additive model
(1)
l0 regularization
(1)
prototypical part network
(1)
rashomon set
(1)
representation learning
(1)
real-time model update
(1)
Papers
Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time
CVPR 2025
Near-Optimal Decision Trees in a SPLIT Second
ICML 2025
Selective Preference Aggregation
ICML 2025
Leveraging Predictive Equivalence in Decision Trees
ICML 2025
Interpretable Generalized Additive Models for Datasets with Missing Values
NIPS 2024
Fast Sparse Decision Tree Optimization via Reference Ensembles
AAAI 2022