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black-box classifier

11 papers

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Co-occurring keywords · papers mentioning both

neural network (2) algorithmic fairness (2) improper loss (1) combinatorial maximization (1) pertinent negative (1) instance explanation (1) masking model (1) weakly supervised method (1) equality of opportunity (1) explainable classification (1)

Papers

Defending Black-Box Skeleton-Based Human Activity Classifiers AAAI 2023 Fair Wrapping for Black-box Predictions NeurIPS 2022 Explanation by Progressive Exaggeration ICLR 2020 Fairwashing explanations with off-manifold detergent ICML 2020 Generative causal explanations of black-box classifiers NeurIPS 2020 mdfa: Multi-Differential Fairness Auditor for Black Box Classifiers IJCAI 2019 Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives NeurIPS 2018 Generating Natural Adversarial Examples ICLR 2018 Real Time Image Saliency for Black Box Classifiers NeurIPS 2017 Streaming Weak Submodularity: Interpreting Neural Networks on the Fly NeurIPS 2017 How to Explain Individual Classification Decisions JMLR 2010