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training-data-curation

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ajsanjoaquin / Shapley_Valuation

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PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuation of Data" by Amirata Ghorbani and James Zou [ICML 2019]

machine-learning pytorch game-theory deeplearning fairness training-data interpretable-deep-learning explainable-ai interpretable-machine-learning fairness-ai pytorch-implementation fairness-ml shapley-value training-data-curation data-valuation
  • Updated Jan 21, 2022
  • Python

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