Hayden McTavish
7 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Core Methods
(4)
Optimization & Theory · Machine Learning
(3)
Computer Science
(2)
Foundations
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Applications
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
decision tree
(4)
rashomon set
(3)
branch and bound
(2)
interpretable machine learning
(2)
model editing
(1)
optimization
(1)
dynamic programming
(1)
sparse modeling
(1)
sparse optimization
(1)
variable importance
(1)
missing data imputation
(1)
ensemble method
(1)
preference aggregation
(1)
decision boundary
(1)
interpretable model
(1)
generalized additive model
(1)
black-box model
(1)
partial order
(1)
l0 regularization
(1)
missing value
(1)
Papers
REALITrees: Rashomon Ensemble Active Learning for Interpretable Trees
UAI 2026
Leveraging Predictive Equivalence in Decision Trees
ICML 2025
Near-Optimal Decision Trees in a SPLIT Second
ICML 2025
Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time
CVPR 2025
Selective Preference Aggregation
ICML 2025
Interpretable Generalized Additive Models for Datasets with Missing Values
NeurIPS 2024
Fast Sparse Decision Tree Optimization via Reference Ensembles
AAAI 2022