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Regression-adjusted Monte Carlo Estimators for Shapley Values and Probabilistic Values

Witter, R. Teal et al.
arXiv (All) · Papers
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artificial-intelligencemachine-learning
With origins in game theory, probabilistic values like Shapley values, Banzhaf values, and semi-values have emerged as a central tool in explainable AI. They are used for feature attribution, data attribution, data valuation, and more. Since exact computation can require exponential time, research h
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