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2020 – today
- 2022
[j5]Rory Mitchell, Joshua Cooper, Eibe Frank, Geoffrey Holmes:
Sampling Permutations for Shapley Value Estimation. J. Mach. Learn. Res. 23: 43:1-43:46 (2022)- [j4]Rory Mitchell, Eibe Frank, Geoff Holmes:
GPUTreeShap: massively parallel exact calculation of SHAP scores for tree ensembles. PeerJ Comput. Sci. 8: e880 (2022) - [j3]Rory Mitchell
, Daniel Stokes, Eibe Frank, Geoffrey Holmes:
Bandwidth-Optimal Random Shuffling for GPUs. ACM Trans. Parallel Comput. 9(1): 3:1-3:20 (2022) - 2021
- [j2]Rory Mitchell, Eibe Frank, Geoffrey Holmes:
An Empirical Study of Moment Estimators for Quantile Approximation. ACM Trans. Database Syst. 46(1): 3:1-3:21 (2021) - [i6]Rory Mitchell, Joshua Cooper, Eibe Frank, Geoffrey Holmes:
Sampling Permutations for Shapley Value Estimation. CoRR abs/2104.12199 (2021) - [i5]Rory Mitchell, Daniel Stokes, Eibe Frank, Geoffrey Holmes:
Bandwidth-Optimal Random Shuffling for GPUs. CoRR abs/2106.06161 (2021) - 2020
- [c1]Jacob Montiel, Rory Mitchell, Eibe Frank, Bernhard Pfahringer, Talel Abdessalem, Albert Bifet:
Adaptive XGBoost for Evolving Data Streams. IJCNN 2020: 1-8 - [i4]Jacob Montiel, Rory Mitchell, Eibe Frank, Bernhard Pfahringer, Talel Abdessalem, Albert Bifet:
Adaptive XGBoost for Evolving Data Streams. CoRR abs/2005.07353 (2020) - [i3]Rory Mitchell, Eibe Frank, Geoffrey Holmes:
GPUTreeShap: Fast Parallel Tree Interpretability. CoRR abs/2010.13972 (2020)
2010 – 2019
- 2018
- [i2]Rory Mitchell, Andrey Adinets, Thejaswi Rao, Eibe Frank:
XGBoost: Scalable GPU Accelerated Learning. CoRR abs/1806.11248 (2018) - 2017
- [j1]Rory Mitchell, Eibe Frank:
Accelerating the XGBoost algorithm using GPU computing. PeerJ Comput. Sci. 3: e127 (2017) - [i1]Rory Mitchell, Eibe Frank:
Accelerating the XGBoost algorithm using GPU computing. PeerJ Prepr. 5: e2911 (2017)
Coauthor Index
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