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06/11/2021
Bandwidth-Optimal Random Shuffling for GPUs
Linear-time algorithms that are traditionally used to shuffle data on CP...
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04/25/2021
Sampling Permutations for Shapley Value Estimation
Game-theoretic attribution techniques based on Shapley values are used e...
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10/27/2020
GPUTreeShap: Fast Parallel Tree Interpretability
SHAP (SHapley Additive exPlanation) values provide a game theoretic inte...
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05/15/2020
Adaptive XGBoost for Evolving Data Streams
Boosting is an ensemble method that combines base models in a sequential...
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06/29/2018