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fidelity metric

6 papers

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Co-occurring keywords · papers mentioning both

diversity metric (2) post-hoc explanation (2) generative model (2) precision and recall (1) precision recall metric (1) high-dimensional distribution (1) fidelity diversity (1) explanation fidelity (1) failure mode (1) human experiment (1)

Papers

LIMEFLDL: A Local Interpretable Model-Agnostic Explanations Approach for Label Distribution Learning ICML 2025 Position: All Current Generative Fidelity and Diversity Metrics are Flawed ICML 2025 Emergent Asymmetry of Precision and Recall for Measuring Fidelity and Diversity of Generative Models in High Dimensions ICML 2023 Constraint-Driven Explanations for Black-Box ML Models AAAI 2022 Evaluating Explanation Methods for Neural Machine Translation ACL 2020 Sanity Checks for Saliency Metrics AAAI 2020