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shapley value

206 papers

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Also known as

SHAP SV

Co-occurring keywords

feature attribution (280) game theory (854) model interpretability (519) explainable ai (480) data valuation (50) cooperative game theory (31) model explanation (155) cooperative game (75) feature importance (139) model interpretation (93)

Papers

MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation ACL 2026
Shapley Value Approximation Based on k-Additive Games AAAI 2026
HiveMind: Contribution-Guided Online Prompt Optimization of LLM Multi-Agent Systems AAAI 2026
PaSE: Prototype-aligned Calibration and Shapley-based Equilibrium for Multimodal Sentiment Analysis AAAI 2026
Analyzing Hate Speech Amplification on Fringe Platforms ACL 2026
Attribution-Guided Multi-Object Hallucination and Bias Detection in Vision-Language Models EACL 2026
Exact Shapley Attributions in Quadratic-time for FANOVA Gaussian Processes AAAI 2026
Equilibrium-Driven Vertical Federated Learning with Selective Privacy Protection AAAI 2026
From Points to Coalitions: Hierarchical Contrastive Shapley Values for Prioritizing Data Samples AAAI 2026
From Decision Trees to Boolean Logic: A Fast and Unified SHAP Algorithm AAAI 2026
Quantifying and Understanding Uncertainty in Large Reasoning Models ACL 2026
mllm-shap: A Shapley Value Explainability Platform for Text-Audio Multimodal Large Language Models ACL 2026
Can You Trust Your Model? Constructing Uncertainty Approximations Guaranteeing Validity of Glioma Segmentation Explanations MIDL 2026
ProMed: Shapley Information Gain Guided Reinforcement Learning for Proactive Medical LLMs ACL 2026
Diagnosis of Dysarthria Severity and Explanation Generation Using XAI-Enhanced CLINIC-GENIE on Diadochokinetic Tasks EACL 2026
Enhancing Interpretability for Vision Models via Shapley Value Optimization AAAI 2026
HyperSHAP: Shapley Values and Interactions for Explaining Hyperparameter Optimization AAAI 2026
Ripple Shapley: Data Influence Attribution in One Federated Training Run AAAI 2026
Optimizing Product Provenance Verification Using Data Valuation Methods AAAI 2026
Federated Model Synchronization for Diagnostic Redefinition through a Novel Selective Parameter Unlearning WACV 2026
Fair Incentives for Early Arrival in 0-1 Cooperative Games AAAI 2026
SalaMAnder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning EMNLP 2025
Error Detection for Multimodal Classification NAACL 2025
Improving Explainability of Sentence-level Metrics via Edit-level Attribution for Grammatical Error Correction ACL 2025
Explainable Graph Neural Networks via Structural Externalities IJCAI 2025