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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

Accelerating Shapley Explanation via Contributive Cooperator Selection ICML 2022
Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments ICML 2022
Diffusion Incentives in Cooperative Games IJCAI 2022
Lidar Line Selection with Spatially-Aware Shapley Value for Cost-Efficient Depth Completion CORL 2022
Threading the Needle of On and Off-Manifold Value Functions for Shapley Explanations AISTATS 2022
Neural Payoff Machines: Predicting Fair and Stable Payoff Allocations Among Team Members NIPS 2022
GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games NIPS 2022
Trade-off between Payoff and Model Rewards in Shapley-Fair Collaborative Machine Learning NIPS 2022
Implications of Model Indeterminacy for Explanations of Automated Decisions NIPS 2022
Linear tree shap NIPS 2022
Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation ACL 2022
On the Convergence of the Shapley Value in Parametric Bayesian Learning Games ICML 2022
On the Ordinal Invariance of Power Indices on Coalitional Games IJCAI 2022
On Measuring Causal Contributions via do-interventions ICML 2022
Greedy modality selection via approximate submodular maximization UAI 2022
SHAPE: An Unified Approach to Evaluate the Contribution and Cooperation of Individual Modalities IJCAI 2022
Explainable Shapley-Based Allocation (Student Abstract) AAAI 2022
Using Shapley Values and Variational Autoencoders to Explain Predictive Models with Dependent Mixed Features JMLR 2022
Towards the Quantitative Interpretability Analysis of Citizens Happiness Prediction IJCAI 2022
Attention Flows are Shapley Value Explanations ACL 2021
Interpreting Attributions and Interactions of Adversarial Attacks ICCV 2021
If You Like Shapley Then You’ll Love the Core AAAI 2021
The Tractability of SHAP-Score-Based Explanations for Classification over Deterministic and Decomposable Boolean Circuits AAAI 2021
Investigating Methods of Balancing Inequality and Efficiency in Ride Pooling AAAI 2021
Online Class-Incremental Continual Learning with Adversarial Shapley Value AAAI 2021