Rory Mitchell

12 papers B 1Journal 11

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