shapley value

Faith-Shap: The Faithful Shapley Interaction Index JMLR 2023 FEAMOE: Fair, Explainable and Adaptive Mixture of Experts IJCAI 2023 From Shapley Values to Generalized Additive Models and back AISTATS 2023 HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation ICML 2023 Interventional SHAP Values and Interaction Values for Piecewise Linear Regression Trees AAAI 2023 Learning to Estimate Shapley Values with Vision Transformers ICLR 2023 Lexicools at SemEval-2023 Task 10: Sexism Lexicon Construction via XAI SemEval 2023 LINe: Out-of-Distribution Detection by Leveraging Important Neurons CVPR 2023 Manifold Restricted Interventional Shapley Values AISTATS 2023 MM-SHAP: A Performance-agnostic Metric for Measuring Multimodal Contributions in Vision and Language Models & Tasks ACL 2023 Model Shapley: Equitable Model Valuation with Black-box Access NeurIPS 2023 On the Complexity of SHAP-Score-Based Explanations: Tractability via Knowledge Compilation and Non-Approximability Results JMLR 2023 Probably Approximate Shapley Fairness with Applications in Machine Learning AAAI 2023 PWSHAP: A Path-Wise Explanation Model for Targeted Variables ICML 2023 Robust Data Valuation with Weighted Banzhaf Values NeurIPS 2023 SAME: Uncovering GNN Black Box with Structure-aware Shapley-based Multipiece Explanations NeurIPS 2023 Sample-Specific Root Causal Inference with Latent Variables CLeaR 2023 SHAP-IQ: Unified Approximation of any-order Shapley Interactions NeurIPS 2023 Shapley Based Residual Decomposition for Instance Analysis ICML 2023 Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers EACL 2023 SPACE: Single-round Participant Amalgamation for Contribution Evaluation in Federated Learning NeurIPS 2023 "Why did the Model Fail?": Attributing Model Performance Changes to Distribution Shifts ICML 2023 Accelerating Shapley Explanation via Contributive Cooperator Selection ICML 2022 Accurate Shapley Values for explaining tree-based models AISTATS 2022 Axiomatic Explanations for Visual Search, Retrieval, and Similarity Learning ICLR 2022