Geoffrey Holmes

1. Sampling Permutations for Shapley Value Estimation
   2021/04/25 by Rory Mitchell, Joshua Cooper, Mitchell, Rory +5 · 25 citations
   Computer Science · Mathematics · #05A05 (Primary) 65K10 #90C27 (Secondary) #Combinatorics (math.CO) #FOS: Computer and information sciences #FOS: Mathematics #G.2.1 #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Mathematical Approximation and Integration #Statistical Methods and Inference
2. GPUTreeShap: Massively Parallel Exact Calculation of SHAP Scores for Tree Ensembles
   2020/10/27 by Rory Mitchell, Eibe Frank, Mitchell, Rory +3 · 5 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Distributed #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Parallel #and Cluster Computing (cs.DC)
3. Classifier chains for multi-label classification
   2011/06/29 by Jesse Read, Bernhard Pfahringer, Geoffrey Holmes +1 · 3 citations
   Computer Science · #Text and Document Classification Technologies #Machine Learning and Data Classification #Spam and Phishing Detection