Rory Mitchell

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 12

Top Topics

Messy Genetic Algorithm

Evolving Data Streams

Unbiased Estimator

Top Venues

PeerJ Comput. Sci.

ACM Trans. Parallel Comput.

Publications

Rory Mitchell, Eibe Frank, Geoff Holmes
GPUTreeShap: massively parallel exact calculation of SHAP scores for tree ensembles. PeerJ Comput. Sci. 8 (2022)
Rory Mitchell, Joshua Cooper, Eibe Frank, Geoffrey Holmes
Sampling Permutations for Shapley Value Estimation. J. Mach. Learn. Res. 23 (2022)
Rory Mitchell, Daniel Stokes, Eibe Frank, Geoffrey Holmes
Bandwidth-Optimal Random Shuffling for GPUs. ACM Trans. Parallel Comput. 9 (1) (2022)
Rory Mitchell, Daniel Stokes, Eibe Frank, Geoffrey Holmes
Bandwidth-Optimal Random Shuffling for GPUs. CoRR (2021)
Rory Mitchell, Joshua Cooper, Eibe Frank, Geoffrey Holmes
Sampling Permutations for Shapley Value Estimation. CoRR (2021)
Rory Mitchell, Eibe Frank, Geoffrey Holmes
An Empirical Study of Moment Estimators for Quantile Approximation. ACM Trans. Database Syst. 46 (1) (2021)
Jacob Montiel, Rory Mitchell, Eibe Frank, Bernhard Pfahringer, Talel Abdessalem, Albert Bifet
Adaptive XGBoost for Evolving Data Streams. CoRR (2020)
Rory Mitchell, Eibe Frank, Geoffrey Holmes
GPUTreeShap: Fast Parallel Tree Interpretability. CoRR (2020)
Jacob Montiel, Rory Mitchell, Eibe Frank, Bernhard Pfahringer, Talel Abdessalem, Albert Bifet
Adaptive XGBoost for Evolving Data Streams. IJCNN (2020)
Rory Mitchell, Andrey Adinets, Thejaswi Rao, Eibe Frank
XGBoost: Scalable GPU Accelerated Learning. CoRR (2018)
Rory Mitchell, Eibe Frank
Accelerating the XGBoost algorithm using GPU computing. PeerJ Comput. Sci. 3 (2017)
Rory Mitchell, Eibe Frank
Accelerating the XGBoost algorithm using GPU computing. PeerJ Prepr. 5 (2017)