abductive explanation

Pareto-Optimal Probabilistic Explanations: Balancing Cognitive Constraints and User Preferences UAI 2026 Most General Explanations of Tree Ensembles IJCAI 2025 Towards Trustable SHAP Scores AAAI 2025 Using Submodular Optimization to Approximate Minimum-Size Abductive Path Explanations for Tree-Based Models UAI 2025 Axiomatic Aggregations of Abductive Explanations AAAI 2024 Computational Argumentation: Reasoning, Dynamics, and Supporting Explainability IJCAI 2024 Deriving Provably Correct Explanations for Decision Trees: The Impact of Domain Theories IJCAI 2024 On the Computation of Example-Based Abductive Explanations for Random Forests IJCAI 2024 Approximating probabilistic explanations via supermodular minimization UAI 2023 Cardinality-Minimal Explanations for Monotonic Neural Networks IJCAI 2023 Computing Abductive Explanations for Boosted Regression Trees IJCAI 2023 Computing Abductive Explanations for Boosted Trees AISTATS 2023 Explaining Random Forests Using Bipolar Argumentation and Markov Networks AAAI 2023 Leveraging Argumentation for Generating Robust Sample-based Explanations IJCAI 2023 On Preferred Abductive Explanations for Decision Trees and Random Forests IJCAI 2022 On the Complexity of Enumerating Prime Implicants from Decision-DNNF Circuits IJCAI 2022