Smith, Freddie Bickford

1. Modern Bayesian Experimental Design
   2023/02/28 by Tom Rainforth, Adam S. Foster, Rainforth, Tom +5 · 38 citations
   Decision Sciences · Computer Science · #Optimal Experimental Design Methods #Advanced Multi-Objective Optimization Algorithms #Gaussian Processes and Bayesian Inference
2. Prediction-Oriented Bayesian Active Learning
   2023/04/17 by Freddie Bickford Smith, Smith, Freddie Bickford, Andreas Kirsch +9 · 15 citations
   Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
3. Rethinking Aleatoric and Epistemic Uncertainty
   2024/12/30 by Freddie Bickford Smith, Smith, Freddie Bickford, Jannik Kossen +9 · 14 citations
   Arts and Humanities · #Epistemology, Ethics, and Metaphysics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Continual Learning via Sequential Function-Space Variational Inference
   2023/12/28 by Tim G. J. Rudner, Rudner, Tim G. J., Freddie Bickford Smith +7 · 4 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning in Healthcare #Gaussian Processes and Bayesian Inference
5. Making Better Use of Unlabelled Data in Bayesian Active Learning
   2024/04/26 by Smith, Freddie Bickford, Foster, Adam, Rainforth, Tom · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)