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shapley value

206 papers

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Also known as

SHAP SV

Co-occurring keywords

feature attribution (280) game theory (854) model interpretability (519) explainable ai (480) data valuation (50) cooperative game theory (31) model explanation (155) cooperative game (75) feature importance (139) model interpretation (93)

Papers

Quantifying Algorithmic Improvements over Time IJCAI 2018
Measuring the Intensity of Attacks in Argumentation Graphs with Shapley Value IJCAI 2017
A Unified Approach to Interpreting Model Predictions NIPS 2017
Statistical Cost Sharing NIPS 2017
The Tractability of the Shapley Value over Bounded Treewidth Matching Games IJCAI 2017
An Efficient Explanation of Individual Classifications using Game Theory JMLR 2010