shapley value

Data Debugging with Shapley Importance over Machine Learning Pipelines ICLR 2024 DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation NeurIPS 2024 Efficient Modality Selection in Multimodal Learning JMLR 2024 Enabling Sustainable Freight Forwarding Network via Collaborative Games IJCAI 2024 Evaluate then Cooperate: Shapley-based View Cooperation Enhancement for Multi-view Clustering NeurIPS 2024 Explainable Origin-Destination Crowd Flow Interpolation via Variational Multi-Modal Recurrent Graph Auto-Encoder AAAI 2024 Explaining Arguments’ Strength: Unveiling the Role of Attacks and Supports IJCAI 2024 Explaining Graph Neural Networks via Structure-aware Interaction Index ICML 2024 Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics ICML 2024 Fair and Efficient Contribution Valuation for Vertical Federated Learning ICLR 2024 Faster Approximation of Probabilistic and Distributional Values via Least Squares ICLR 2024 Game on Tree: Visual Hallucination Mitigation via Coarse-to-Fine View Tree and Game Theory EMNLP 2024 GraphTrail: Translating GNN Predictions into Human-Interpretable Logical Rules NeurIPS 2024 Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for Explaining Language Model Predictions ICML 2024 Identifying Important Group of Pixels using Interactions CVPR 2024 Incorporating Information into Shapley Values: Reweighting via a Maximum Entropy Approach ICML 2024 Investigating Layer Importance in Large Language Models EMNLP 2024 Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning AAAI 2024 Learning to Understand: Identifying Interactions via the Möbius Transform NeurIPS 2024 Multiply-Robust Causal Change Attribution ICML 2024 One Sample Fits All: Approximating All Probabilistic Values Simultaneously and Efficiently NeurIPS 2024 PE: A Poincare Explanation Method for Fast Text Hierarchy Generation EMNLP 2024 Quantifying intrinsic causal contributions via structure preserving interventions AISTATS 2024 Redefining Contributions: Shapley-Driven Federated Learning IJCAI 2024 Revisiting Multimodal Transformers for Tabular Data with Text Fields ACL 2024