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sufficient explanation

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Co-occurring keywords · papers mentioning both

model explanation (2) missing feature (1) geometric programming (1) naive bayes model (1) probabilistic explanation (1) explainable artificial intelligence (1) graph neural network (1) self-interpretable graph learning (1) necessary explanation (1) expected prediction (1)

Papers

On the Computational Tractability of Probabilistic Global and Local Sufficient Explanation AAAI 2026 Explaining, Fast and Slow: Abstraction and Refinement of Provable Explanations ICML 2025 Self-Interpretable Graph Learning with Sufficient and Necessary Explanations AAAI 2024 Probabilistic Sufficient Explanations IJCAI 2021 What to Expect of Classifiers? Reasoning about Logistic Regression with Missing Features IJCAI 2019