shapley value

Provably Accurate Shapley Value Estimation via Leverage Score Sampling ICLR 2025 RankSHAP: Shapley Value Based Feature Attributions for Learning to Rank ICLR 2025 Rethinking Shapley Value for Negative Interactions in Non-convex Games ICLR 2025 Retrieve to Explain: Evidence-driven Predictions for Explainable Drug Target Identification ACL 2025 Revealing Hidden Mechanisms of Cross-Country Content Moderation with Natural Language Processing ACL 2025 SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning EMNLP 2025 Shapley Consensus Deep Learning for Ensemble Pruning WACV 2025 Shapley-Guided Utility Learning for Effective Graph Inference Data Valuation ICLR 2025 Shapley-PC: Constraint-based Causal Structure Learning with a Shapley Inspired Framework CLeaR 2025 Shapley Value Computation in Ontology-Mediated Query Answering (Extended Abstract) IJCAI 2025 Structural-Entropy-Based Sample Selection for Efficient and Effective Learning ICLR 2025 Support Vector-based Estimation of Multilinear Games for Feature Selection and Explanation AAAI 2025 Tab-Shapley: Identifying Top-k Tabular Data Quality Insights AAAI 2025 TokenShapley: Token Level Context Attribution with Shapley Value ACL 2025 Towards Attributions of Input Variables in a Coalition ICML 2025 Towards Fine-Grained Interpretability: Counterfactual Explanations for Misclassification with Saliency Partition CVPR 2025 Towards Trustable SHAP Scores AAAI 2025 Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory AISTATS 2025 Unlocking the Game: Estimating Games in Möbius Representation for Explanation and High-Order Interaction Detection AAAI 2025 Using Shapley interactions to understand how models use structure ACL 2025 Where and How to Enhance: Discovering Bit-Width Contribution for Mixed Precision Quantization IJCAI 2025 Approximating the Shapley Value without Marginal Contributions AAAI 2024 Backward Responsibility in Transition Systems Using General Power Indices AAAI 2024 Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles AAAI 2024 BiasWipe: Mitigating Unintended Bias in Text Classifiers through Model Interpretability EMNLP 2024