Kummerfeld, Erich

1. Fast Scalable and Accurate Discovery of DAGs Using the Best Order Score Search and Grow-Shrink Trees
   2023/10/26 by Bryan Andrews, Andrews, Bryan, Joseph Ramsey +7 · 8 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #Rough Sets and Fuzzy Logic
2. Better Simulations for Validating Causal Discovery with the DAG-Adaptation of the Onion Method
   2024/05/21 by Andrews, Bryan, Kummerfeld, Erich · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Methodology (stat.ME)
3. Data-driven Automated Negative Control Estimation (DANCE): Search for, Validation of, and Causal Inference with Negative Controls
   2022/10/02 by Erich Kummerfeld, Jaewon Lim, Kummerfeld, Erich +3 · 1 citation
   Computer Science · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference