Omer Ronen

1. Hierarchical Shrinkage: improving the accuracy and interpretability of tree-based methods
   2022/02/02 by Abhineet Agarwal, Yan Shuo Tan, Agarwal, Abhineet +7 · 4 citations
   Computer Science · Environmental Science · #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Methodology (stat.ME)
2. PCS-UQ: Uncertainty Quantification via the Predictability-Computability-Stability Framework
   2025/05/13 by Abhineet Agarwal, Fange Xiao, Agarwal, Abhineet +9 · 6 citations
   Computer Science · Mathematics · #stat.ML #cs.LG #math.ST #stat.ME #stat.TH
3. A Mixing Time Lower Bound for a Simplified Version of BART
   2022/10/17 by Omer Ronen, Ronen, Omer, Theo Saarinen +6 · 1 citation
   Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
4. On the Computational Efficiency of Bayesian Additive Regression Trees: An Asymptotic Analysis
   2024/06/28 by Yan Shuo Tan, Omer Ronen, Tan, Yan Shuo +5 · 1 citation
   Computer Science · #62G08 #65C40 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Statistics Theory (math.ST)
5. Epistasis regulates genetic control of cardiac hypertrophy
   2025/06/05 by Qianru Wang, Tiffany M. Tang, Michelle Youlton +21 · 2 voices · 1 citation
   Biochemistry, Genetics and Molecular Biology · Medicine · #Cardiac Fibrosis and Remodeling #Cardiomyopathy and Myosin Studies #Congenital heart defects research