Rory Mitchell

According to our database, Rory Mitchell authored at least 8 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Bandwidth-Optimal Random Shuffling for GPUs.

Rory Mitchell, Daniel Stokes, Eibe Frank, Geoffrey Holmes

ACM Trans. Parallel Comput., 2022

GPUTreeShap: massively parallel exact calculation of SHAP scores for tree ensembles.

Rory Mitchell, Eibe Frank, Geoff Holmes

PeerJ Comput. Sci., 2022

Sampling Permutations for Shapley Value Estimation.

Rory Mitchell, Joshua Cooper, Eibe Frank, Geoffrey Holmes

J. Mach. Learn. Res., 2022

2021

An Empirical Study of Moment Estimators for Quantile Approximation.

Rory Mitchell, Eibe Frank, Geoffrey Holmes

ACM Trans. Database Syst., 2021

2020

GPUTreeShap: Fast Parallel Tree Interpretability.

Rory Mitchell, Eibe Frank, Geoffrey Holmes

CoRR, 2020

Adaptive XGBoost for Evolving Data Streams.

Jacob Montiel, Rory Mitchell, Eibe Frank, Bernhard Pfahringer, Talel Abdessalem, Albert Bifet

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2018

XGBoost: Scalable GPU Accelerated Learning.

Rory Mitchell, Andrey Adinets, Thejaswi Rao, Eibe Frank

CoRR, 2018

2017

Accelerating the XGBoost algorithm using GPU computing.

Rory Mitchell, Eibe Frank

PeerJ Comput. Sci., 2017