Dance, Hugh

1. Counterfactual Cocycles: A Framework for Robust and Coherent Counterfactual Transports
   2024/05/22 by Hugh Dance, Dance, Hugh, Benjamin Bloem-Reddy +1 · 4 citations
   Arts and Humanities · Computer Science · #Philosophy and History of Science #Bayesian Modeling and Causal Inference
2. Fast and Scalable Spike and Slab Variable Selection in High-Dimensional\n Gaussian Processes
   2021/11/08 by Hugh Dance, Brooks Paige, Dance, Hugh +1 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications
3. Distinguishing Cause from Effect with Causal Velocity Models
   2025/02/07 by Xi, Johnny, Dance, Hugh, Orbanz, Peter +1 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
4. Interventional Processes for Causal Uncertainty Quantification
   2024/10/18 by Hugh Dance, Dance, Hugh, Peter Orbanz +3 · 1 citation
   Engineering · #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)