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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Min-Si Chen

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Open access Jul 2026

iAdditive: fast and fair Shapley-inspired feature attribution for correlated features

iAdditive is presented, a model-agnostic approach that promotes fairness by grouping highly correlated or redundant features through group-level attribution semantics and improves efficiency via a dynamic coalition heuristic inspired by additive explanation methods.

Abirami Gunasekaran, Min-Si Chen, Richard Hill et al. · 0 citations

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