conftrace_

marginal contribution

7 papers

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Co-occurring keywords

shapley value (206) feature attribution (280) feature importance (139) game theory (854) causal feature importance (1) dependence removal (1) unfair bia (1) axiomatic approach (12) explainable artificial intelligence (130) pooling mechanism (3)

Papers

Decomposing Inconsistencies: Marginal Contributions and Pooling Techniques IJCAI 2025
Approximating the Shapley Value without Marginal Contributions AAAI 2024
Ultra-marginal Feature Importance: Learning from Data with Causal Guarantees AISTATS 2023
Lidar Line Selection with Spatially-Aware Shapley Value for Cost-Efficient Depth Completion CORL 2022
WeightedSHAP: analyzing and improving Shapley based feature attributions NIPS 2022
Marginal Contribution Feature Importance - an Axiomatic Approach for Explaining Data ICML 2021
An Ordinal Banzhaf Index for Social Ranking IJCAI 2019