Hierarchical Shrinkage: Improving the accuracy and interpretability of tree-based models. - Abhineet Agarwal; Yan Shuo Tan; Omer Ronen; Chandan Singh; Bin Yu 001 (ICML, 2022)

Hierarchical Shrinkage: improving the accuracy and interpretability of tree-based methods. - Abhineet Agarwal; Yan Shuo Tan; Omer Ronen; Chandan Singh; Bin Yu 001 (CoRR, 2022)

A Mixing Time Lower Bound for a Simplified Version of BART. - Omer Ronen; Theo Saarinen; Yan Shuo Tan; James Duncan 002; Bin Yu 001 (CoRR, 2022)

ScaLES: Scalable Latent Exploration Score for Pre-Trained Generative Networks. - Omer Ronen; Ahmed Imtiaz Humayun; Randall Balestriero; Richard G. Baraniuk; Bin Yu 001 (CoRR, 2024)

The Computational Curse of Big Data for Bayesian Additive Regression Trees: A Hitting Time Analysis. - Yan Shuo Tan; Omer Ronen; Theo Saarinen; Bin Yu 001 (CoRR, 2024)

PCS-UQ: Uncertainty Quantification via the Predictability-Computability-Stability Framework. - Abhineet Agarwal; Michael Xiao; Rebecca L. Barter; Omer Ronen; Boyu Fan; Bin Yu 001 (CoRR, 2025)