2024 "model explanation" Papers

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EiG-Search: Generating Edge-Induced Subgraphs for GNN Explanation in Linear Time

Shengyao Lu, Bang Liu, Keith Mills et al.

ICML 2024posterarXiv:2405.01762

Incorporating Information into Shapley Values: Reweighting via a Maximum Entropy Approach

Darya Biparva, Donatello Materassi

ICML 2024poster