shapley value

Interpreting Attributions and Interactions of Adversarial Attacks ICCV 2021 Interpreting Multivariate Shapley Interactions in DNNs AAAI 2021 Investigating Methods of Balancing Inequality and Efficiency in Ride Pooling AAAI 2021 Multi-agent Reinforcement Learning for Decentralized Coalition Formation Games AAAI 2021 On Blame Attribution for Accountable Multi-Agent Sequential Decision Making NeurIPS 2021 On Explainability of Graph Neural Networks via Subgraph Explorations ICML 2021 Online Class-Incremental Continual Learning with Adversarial Shapley Value AAAI 2021 On Locality of Local Explanation Models NeurIPS 2021 Responsibility Attribution in Parameterized Markovian Models AAAI 2021 Scalability vs. Utility: Do We Have To Sacrifice One for the Other in Data Importance Quantification? CVPR 2021 Shapley explainability on the data manifold ICLR 2021 Shapley Explanation Networks ICLR 2021 Shapley Flow: A Graph-based Approach to Interpreting Model Predictions AISTATS 2021 Shapley Residuals: Quantifying the limits of the Shapley value for explanations NeurIPS 2021 Text Counterfactuals via Latent Optimization and Shapley-Guided Search EMNLP 2021 The Tractability of SHAP-Score-Based Explanations for Classification over Deterministic and Decomposable Boolean Circuits AAAI 2021 Vitality Indices are Equivalent to Induced Game-Theoretic Centralities IJCAI 2021 A Distributional Framework For Data Valuation ICML 2020 A Game Theoretic Approach For Core Resilience IJCAI 2020 Asymmetric Shapley values: incorporating causal knowledge into model-agnostic explainability NeurIPS 2020 Collaborative Machine Learning with Incentive-Aware Model Rewards ICML 2020 Complexity of Computing the Shapley Value in Games with Externalities AAAI 2020 Convexity of b-matching Games IJCAI 2020 Efficient nonparametric statistical inference on population feature importance using Shapley values ICML 2020 Evaluating and Aggregating Feature-based Model Explanations IJCAI 2020