Harnessing the power of choices in decision tree learning. - Guy Blanc; Jane Lange; Chirag Pabbaraju; Colin Sullivan; Li-Yang Tan; Mo Tiwari (NeurIPS, 2023)

Bayesian Decision Trees via Tractable Priors and Probabilistic Context-Free Grammars. - Colin Sullivan; Mo Tiwari; Sebastian Thrun; Chris Piech (CoRR, 2023)

MAPTree: Beating "Optimal" Decision Trees with Bayesian Decision Trees. - Colin Sullivan; Mo Tiwari; Sebastian Thrun (AAAI, 2024)

Adaptive Sampling for Efficient Softmax Approximation. - Tavor Z. Baharav; Ryan Kang; Colin Sullivan; Mo Tiwari; Eric Luxenberg; David Tse; Mert Pilanci (NeurIPS, 2024)

Murder Mystery. - Colin Sullivan; Steven Chen; Ana Paula Centeno (SIGCSE (2), 2025)