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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

On Explainability of Graph Neural Networks via Subgraph Explorations ICML 2021
Approximating the Shapley Value Using Stratified Empirical Bernstein Sampling IJCAI 2021
Neuron Shapley: Discovering the Responsible Neurons NIPS 2020
Complexity of Computing the Shapley Value in Games with Externalities AAAI 2020
A Game Theoretic Approach For Core Resilience IJCAI 2020
Evaluating and Aggregating Feature-based Model Explanations IJCAI 2020
The Many Shapley Values for Model Explanation ICML 2020
Evaluating and Rewarding Teamwork Using Cooperative Game Abstractions NIPS 2020
Collaborative Machine Learning with Incentive-Aware Model Rewards ICML 2020
The Shapley Taylor Interaction Index ICML 2020
Efficient nonparametric statistical inference on population feature importance using Shapley values ICML 2020
Convexity of b-matching Games IJCAI 2020
Problems with Shapley-value-based explanations as feature importance measures ICML 2020
Feature relevance quantification in explainable AI: A causal problem AISTATS 2020
A Distributional Framework For Data Valuation ICML 2020
Asymmetric Shapley values: incorporating causal knowledge into model-agnostic explainability NIPS 2020
Towards Interpretation of Pairwise Learning AAAI 2020
You Get What You Share: Incentives for a Sharing Economy AAAI 2019
Data Shapley: Equitable Valuation of Data for Machine Learning ICML 2019
Blameworthiness in Multi-Agent Settings AAAI 2019
Explaining Deep Neural Networks with a Polynomial Time Algorithm for Shapley Value Approximation ICML 2019
Towards Efficient Data Valuation Based on the Shapley Value AISTATS 2019
On the Complexity of the Inverse Semivalue Problem for Weighted Voting Games AAAI 2019
Explaining Multi-Criteria Decision Aiding Models with an Extended Shapley Value IJCAI 2018
A Game-Theoretic Approach to Recommendation Systems with Strategic Content Providers NIPS 2018