Omer Ronen

According to our database, Omer Ronen authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

PCS-UQ: Uncertainty Quantification via the Predictability-Computability-Stability Framework.

Abhineet Agarwal, Michael Xiao, Rebecca L. Barter, Omer Ronen, Boyu Fan, Bin Yu

CoRR, May, 2025

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

CoRR, 2024

ScaLES: Scalable Latent Exploration Score for Pre-Trained Generative Networks.

Omer Ronen, Ahmed Imtiaz Humayun, Randall Balestriero, Richard G. Baraniuk, Bin Yu

CoRR, 2024

2022

A Mixing Time Lower Bound for a Simplified Version of BART.

Omer Ronen, Theo Saarinen, Yan Shuo Tan, James Duncan, Bin Yu

CoRR, 2022

Hierarchical Shrinkage: improving the accuracy and interpretability of tree-based methods.

Abhineet Agarwal, Yan Shuo Tan, Omer Ronen, Chandan Singh, Bin Yu

CoRR, 2022

Hierarchical Shrinkage: Improving the accuracy and interpretability of tree-based models.

Abhineet Agarwal, Yan Shuo Tan, Omer Ronen, Chandan Singh, Bin Yu

Proceedings of the International Conference on Machine Learning, 2022