shapley value

Ripple Shapley: Data Influence Attribution in One Federated Training Run AAAI 2026 Shapley Value Approximation Based on k-Additive Games AAAI 2026 Towards Balanced Multi-Modal Learning in 3D Human Pose Estimation CVPR 2026 Accurate Estimation of Feature Importance Faithfulness for Tree Models AAAI 2025 An Efficient Framework for Crediting Data Contributors of Diffusion Models ICLR 2025 An Exploration of Interpretable Deep Learning Models for the Assessment of Mild Cognitive Impairment Interspeech 2025 A Shapley-value Guided Rationale Editor for Rationale Learning AISTATS 2025 Counterfactual Effect Decomposition in Multi-Agent Sequential Decision Making ICML 2025 Decomposing Inconsistencies: Marginal Contributions and Pooling Techniques IJCAI 2025 Efficient Top-m Data Values Identification for Data Selection ICLR 2025 Error Detection for Multimodal Classification NAACL 2025 Evaluating Input Feature Explanations through a Unified Diagnostic Evaluation Framework NAACL 2025 Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks ICLR 2025 Explainable Graph Neural Networks via Structural Externalities IJCAI 2025 Explanations of GNN on Evolving Graphs via Axiomatic Layer edges ICLR 2025 Fast Calculation of Feature Contributions in Boosting Trees UAI 2025 GEFA: A General Feature Attribution Framework Using Proxy Gradient Estimation ICML 2025 Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Transformers ICLR 2025 Improving Explainability of Sentence-level Metrics via Edit-level Attribution for Grammatical Error Correction ACL 2025 Incentives for Early Arrival in Cooperative Games (Extended Abstract) IJCAI 2025 InstaSHAP: Interpretable Additive Models Explain Shapley Values Instantly ICLR 2025 Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions EMNLP 2025 LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis ACL 2025 Measuring Cross-Modal Interactions in Multimodal Models AAAI 2025 Prediction via Shapley Value Regression ICML 2025