shapley value

Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning AISTATS 2022 CS-Shapley: Class-wise Shapley Values for Data Valuation in Classification NeurIPS 2022 Diffusion Incentives in Cooperative Games IJCAI 2022 Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation ACL 2022 Efficient Multi-Agent Communication via Shapley Message Value IJCAI 2022 Energy-Based Learning for Cooperative Games, with Applications to Valuation Problems in Machine Learning ICLR 2022 Explainable Shapley-Based Allocation (Student Abstract) AAAI 2022 Explaining Preferences with Shapley Values NeurIPS 2022 Explanations of Black-Box Models based on Directional Feature Interactions ICLR 2022 FastSHAP: Real-Time Shapley Value Estimation ICLR 2022 Greedy modality selection via approximate submodular maximization UAI 2022 GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games NeurIPS 2022 Implications of Model Indeterminacy for Explanations of Automated Decisions NeurIPS 2022 Improved feature importance computation for tree models based on the Banzhaf value UAI 2022 Joint Shapley values: a measure of joint feature importance ICLR 2022 Lidar Line Selection with Spatially-Aware Shapley Value for Cost-Efficient Depth Completion CoRL 2022 Linear tree shap NeurIPS 2022 Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments ICML 2022 Neural Payoff Machines: Predicting Fair and Stable Payoff Allocations Among Team Members NeurIPS 2022 On Measuring Causal Contributions via do-interventions ICML 2022 On the Convergence of the Shapley Value in Parametric Bayesian Learning Games ICML 2022 On the Ordinal Invariance of Power Indices on Coalitional Games IJCAI 2022 Rethinking and Improving Robustness of Convolutional Neural Networks: a Shapley Value-based Approach in Frequency Domain NeurIPS 2022 RKHS-SHAP: Shapley Values for Kernel Methods NeurIPS 2022 Sampling Permutations for Shapley Value Estimation JMLR 2022