Mitchell, Rory

1. Sampling Permutations for Shapley Value Estimation
   2021/04/25 by Rory Mitchell, Mitchell, Rory, Joshua Cooper +5 · 20 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 Mitchell, Rory, Frank, Eibe, Holmes, Geoffrey · 5 citations
   #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
3. XGBoost: Scalable GPU Accelerated Learning
   2018/06/29 by Rory Mitchell, Andrey Adinets, Mitchell, Rory +5 · 1 voice · 1 citation
   Computer Science · #Advanced Image and Video Retrieval Techniques #Neural Networks and Applications #Parallel Computing and Optimization Techniques #cs.LG #stat.ML
4. Adaptive XGBoost for Evolving Data Streams
   2020/05/15 by Montiel, Jacob, Mitchell, Rory, Frank, Eibe +3 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)