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explainable machine learning

28 papers

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Co-occurring keywords · papers mentioning both

model interpretability (6) text classification (5) shapley value (4) neural network (3) counterfactual explanation (3) feature attribution (3) explainable ai (3) hate speech detection (2) algorithmic recourse (2) model explanation (2)

Papers

What Clinicians Want: Contextualizing Explainable Machine Learning for Clinical End Use MLHC 2019 Conversational Explanations of Machine Learning Predictions Through Class-contrastive Counterfactual Statements IJCAI 2018 Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations IJCAI 2017