Accelerating the XGBoost algorithm using GPU computing. - Rory Mitchell; Eibe Frank (PeerJ Prepr., 2017)

XGBoost: Scalable GPU Accelerated Learning. - Rory Mitchell; Andrey Adinets; Thejaswi Rao; Eibe Frank (CoRR, 2018)

Adaptive XGBoost for Evolving Data Streams. - Jacob Montiel; Rory Mitchell; Eibe Frank; Bernhard Pfahringer; Talel Abdessalem; Albert Bifet (IJCNN, 2020)

GPUTreeShap: Fast Parallel Tree Interpretability. - Rory Mitchell; Eibe Frank; Geoffrey Holmes 001 (CoRR, 2020)

An Empirical Study of Moment Estimators for Quantile Approximation. - Rory Mitchell; Eibe Frank; Geoffrey Holmes 001 (ACM Trans. Database Syst., 2021)

Sampling Permutations for Shapley Value Estimation. - Rory Mitchell; Joshua Cooper 002; Eibe Frank; Geoffrey Holmes 001 (J. Mach. Learn. Res., 2022)

GPUTreeShap: massively parallel exact calculation of SHAP scores for tree ensembles. - Rory Mitchell; Eibe Frank; Geoff Holmes 001 (PeerJ Comput. Sci., 2022)

Bandwidth-Optimal Random Shuffling for GPUs. - Rory Mitchell; Daniel Stokes; Eibe Frank; Geoffrey Holmes 001 (ACM Trans. Parallel Comput., 2022)