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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

GraphTrail: Translating GNN Predictions into Human-Interpretable Logical Rules NIPS 2024
shapiq: Shapley Interactions for Machine Learning NIPS 2024
Explainable Origin-Destination Crowd Flow Interpolation via Variational Multi-Modal Recurrent Graph Auto-Encoder AAAI 2024
SVARM-IQ: Efficient Approximation of Any-order Shapley Interactions through Stratification AISTATS 2024
SyntaxShap: Syntax-aware Explainability Method for Text Generation ACL 2024
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles AAAI 2024
Game on Tree: Visual Hallucination Mitigation via Coarse-to-Fine View Tree and Game Theory EMNLP 2024
SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning NIPS 2024
Using Stratified Sampling to Improve LIME Image Explanations AAAI 2024
Approximating the Shapley Value without Marginal Contributions AAAI 2024
STAS: Spatial-Temporal Return Decomposition for Solving Sparse Rewards Problems in Multi-agent Reinforcement Learning AAAI 2024
Efficient Modality Selection in Multimodal Learning JMLR 2024
TokenSHAP: Interpreting Large Language Models with Monte Carlo Shapley Value Estimation EMNLP 2024
Learning to Understand: Identifying Interactions via the Möbius Transform NIPS 2024
DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation NIPS 2024
Explaining Arguments’ Strength: Unveiling the Role of Attacks and Supports IJCAI 2024
Investigating Layer Importance in Large Language Models EMNLP 2024
BiasWipe: Mitigating Unintended Bias in Text Classifiers through Model Interpretability EMNLP 2024
Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning AAAI 2024
Identifying Important Group of Pixels using Interactions CVPR 2024
Quantifying intrinsic causal contributions via structure preserving interventions AISTATS 2024
Enabling Sustainable Freight Forwarding Network via Collaborative Games IJCAI 2024
Backward Responsibility in Transition Systems Using General Power Indices AAAI 2024
One Sample Fits All: Approximating All Probabilistic Values Simultaneously and Efficiently NIPS 2024
WWW: A Unified Framework for Explaining What Where and Why of Neural Networks by Interpretation of Neuron Concepts CVPR 2024