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05/12/2022
Cross-domain Few-shot Meta-learning Using Stacking
Cross-domain few-shot meta-learning (CDFSML) addresses learning problems...
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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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09/08/2018
On the Calibration of Nested Dichotomies for Large Multiclass Tasks
Nested dichotomies are used as a method of transforming a multiclass cla...
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09/08/2018
Ensembles of Nested Dichotomies with Multiple Subset Evaluation
A system of nested dichotomies is a method of decomposing a multi-class ...
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07/31/2018
