26 citations · 45 across the 8 of their papers we have counts for
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cs.DC2021
Bandwidth-Optimal Random Shuffling for GPUs
Rory Mitchell, Daniel Stokes, Eibe Frank +1
Linear-time algorithms that are traditionally used to shuffle data on CPUs, such as the method of Fisher-Yates, are not well suited to implementation on GPUs due to inherent sequen…
stat.ML2021★ 26 cited
Sampling Permutations for Shapley Value Estimation
Rory Mitchell, Joshua Cooper, Eibe Frank +1
Game-theoretic attribution techniques based on Shapley values are used to interpret black-box machine learning models, but their exact calculation is generally NP-hard, requiring a…