Colin Sullivan

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 5

Top Topics

Ensemble Methods

Constructive Induction

Bayesian Decision

Decision Tree Learning

Top Venues

Publications

Colin Sullivan, Mo Tiwari, Sebastian Thrun
MAPTree: Beating "Optimal" Decision Trees with Bayesian Decision Trees. AAAI (2024)
Guy Blanc, Jane Lange, Chirag Pabbaraju, Colin Sullivan, Li-Yang Tan, Mo Tiwari
Harnessing the power of choices in decision tree learning. NeurIPS (2023)
Colin Sullivan, Mo Tiwari, Sebastian Thrun
MAPTree: Beating "Optimal" Decision Trees with Bayesian Decision Trees. CoRR (2023)
Colin Sullivan, Mo Tiwari, Sebastian Thrun, Chris Piech
Bayesian Decision Trees via Tractable Priors and Probabilistic Context-Free Grammars. CoRR (2023)
Guy Blanc, Jane Lange, Chirag Pabbaraju, Colin Sullivan, Li-Yang Tan, Mo Tiwari
Harnessing the Power of Choices in Decision Tree Learning. CoRR (2023)