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Rory Mitchell
Rory Mitchell
Verified email at nvidia.com
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Cited by
Cited by
Year
xgboost: Extreme Gradient Boosting (2017)
T Chen, T He, M Benesty, V Khotilovich, Y Tang, H Cho, K Chen, ...
R package version 0.6-4, 2015
3020*2015
Accelerating the XGBoost algorithm using GPU computing
R Mitchell, E Frank
PeerJ Computer Science 3, e127, 2017
2362017
xgboost: Extreme Gradient Boosting. 2020
T Chen, T He, M Benesty, V Khotilovich, Y Tang, H Cho, K Chen, ...
R package version 1 (0.2), 0
77*
xgboost: Extreme gradient boosting. R package version 0.90. 0.1
T Chen, T He, M Benesty, V Khotilovich, Y Tang, H Cho, K Chen, ...
662020
Sampling permutations for Shapley value estimation
R Mitchell, J Cooper, E Frank, G Holmes
Journal of Machine Learning Research 23 (43), 1-46, 2022
482022
Adaptive XGBoost for evolving data streams
J Montiel, R Mitchell, E Frank, B Pfahringer, T Abdessalem, A Bifet
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
472020
Xgboost: Scalable GPU accelerated learning
R Mitchell, A Adinets, T Rao, E Frank
arXiv preprint arXiv:1806.11248, 2018
422018
xgboost: Extreme gradient boosting. R package version 0.90. 0.2
T Chen, T He, M Benesty, V Khotilovich, Y Tang, H Cho, K Chen, ...
312019
GPUTreeShap: massively parallel exact calculation of SHAP scores for tree ensembles
R Mitchell, E Frank, G Holmes
PeerJ Computer Science 8, e880, 2022
222022
Gradient boosting, decision trees and XGBoost with CUDA
R Mitchell
NVIDIA Developer Blog, 2018
102018
xgboost: Extreme Gradient Boosting; 2019. R package version 1.0. 0.2
T Chen, T He, M Benesty, V Khotilovich, Y Tang, H Cho, K Chen, ...
7
An Empirical Study of Moment Estimators for Quantile Approximation
R Mitchell, E Frank, G Holmes
ACM Transactions on Database Systems (TODS) 46 (1), 1-21, 2021
62021
Gputreeshap: Fast parallel tree interpretability
R Mitchell, E Frank, G Holmes
arXiv e-prints, arXiv: 2010.13972, 2020
62020
Bandwidth-Optimal Random Shuffling for GPUs
R Mitchell, D Stokes, E Frank, G Holmes
ACM Transactions on Parallel Computing 9 (1), 1-20, 2022
32022
xgboost: Extreme Gradient Boosting R Package Version 1.0. 0.2. 2020
T Chen, T He, M Benesty, V Khotilovich, Y Tang, H Cho, K Chen, ...
3
High-throughput machine learning algorithms
R Mitchell
The University of Waikato, 2021
2021
Bias Variance Decompositions using XGBoost
R Mitchell
Unsupervised Clustering of Sparse Data in Futhark
TS Grenzd÷rffer, CE Oancea, R Mitchell
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Articles 1–18