2024 "black box models" Papers

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KernelSHAP-IQ: Weighted Least Square Optimization for Shapley Interactions

Fabian Fumagalli, Maximilian Muschalik, Patrick Kolpaczki et al.

ICML 2024poster

Learning Performance Maximizing Ensembles with Explainability Guarantees

Vincent Pisztora, Jia Li

AAAI 2024paperarXiv:2312.12715

Trust Regions for Explanations via Black-Box Probabilistic Certification

Amit Dhurandhar, Swagatam Haldar, Dennis Wei et al.

ICML 2024posterarXiv:2402.11168