Patrick Blöbaum

1. Causal structure based root cause analysis of outliers
   2019/12/05 by Dominik Janzing, Janzing, Dominik, Kailash Budhathoki +5 · 5 citations
   Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Risk and Safety Analysis #Statistics Theory (math.ST)
2. Anytime-Valid Inference for Double/Debiased Machine Learning of Causal Parameters
   2024/08/18 by Abhinandan Dalal, Patrick Blöbaum, Dalal, Abhinandan +5 · 1 citation
   Computer Science · Engineering · #Bayesian Modeling and Causal Inference #Econometrics (econ.EM) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Economics and business #FOS: Mathematics #Fault Detection and Control Systems #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
3. Causal vs. Anticausal merging of predictors
   2025/01/14 by Sergio Hernan Garrido Mejia, Mejia, Sergio Hernan Garrido, Patrick Blöbaum +5 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)