Eberhardt, Frederick

1. On the Number of Experiments Sufficient and in the Worst Case Necessary to Identify All Causal Relations Among N Variables
   2012/07/04 by Frederick Eberhardt, Eberhardt, Frederick, Clark Glymour +3 · 8 citations
   Computer Science · Mathematics · #Advanced Causal Inference Techniques #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference
2. Visual Causal Feature Learning
   2014/12/07 by Chalupka, Krzysztof, Perona, Pietro, Eberhardt, Frederick · 5 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Discovering Cyclic Causal Models with Latent Variables: A General\n SAT-Based Procedure
   2013/09/26 by Antti Hyttinen, Patrik O. Hoyer, Hyttinen, Antti +5 · 4 citations
   Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Machine Learning and Algorithms #Software Reliability and Analysis Research
4. Almost Optimal Intervention Sets for Causal Discovery
   2012/06/13 by Frederick Eberhardt, Eberhardt, Frederick · 3 citations
   Computer Science · #Bayesian Modeling and Causal Inference #AI-based Problem Solving and Planning #Machine Learning and Algorithms
5. Approximate Causal Abstraction
   2019/06/27 by Beckers, Sander, Eberhardt, Frederick, Halpern, Joseph Y. · 4 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
6. Multi-Level Cause-Effect Systems
   2015/12/25 by Krzysztof Chalupka, Pietro Perona, Chalupka, Krzysztof +3 · 3 citations
   Computer Science · Neuroscience · #Bayesian Modeling and Causal Inference #Machine Learning and Algorithms #Functional Brain Connectivity Studies
7. Modeling Discrimination with Causal Abstraction
   2025/01/14 by Milan Mossé, Kara Schechtman, Mossé, Milan +5 · 1 citation
   Economics, Econometrics and Finance · Social Sciences · #Game Theory and Voting Systems #Names, Identity, and Discrimination Research