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probabilistic explanation

8 papers

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Co-occurring keywords · papers mentioning both

decision tree (4) abductive explanation (2) sufficient reason (2) formal xai (1) explainable ml (1) supermodular minimization (1) fidelity measure (1) user preference (1) additive error (1) probabilistic argumentation (1)

Papers

Computing Probabilistic Explanations for ML Models: Fixed-Parameter Algorithms AAAI 2026 Conditional Probabilistic Bipolar Argumentation Framework: Explanations, Complexity and Approximation AAAI 2026 Pareto-Optimal Probabilistic Explanations: Balancing Cognitive Constraints and User Preferences UAI 2026 Probabilistic Explanations for Linear Models AAAI 2025 Probabilistic Explanations for Regression Models UAI 2025 Approximating probabilistic explanations via supermodular minimization UAI 2023 On Computing Probabilistic Explanations for Decision Trees NeurIPS 2022 Probabilistic Sufficient Explanations IJCAI 2021