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Leopoldo Bertossi

The Distributional Uncertainty of the SHAP score in Explainable Machine Learning

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Jan 23, 2024
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Attribution-Scores in Data Management and Explainable Machine Learning

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Jul 31, 2023
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From Database Repairs to Causality in Databases and Beyond

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Jun 15, 2023
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Opening Up the Neural Network Classifier for Shap Score Computation

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Mar 11, 2023
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Attribution-Scores and Causal Counterfactuals as Explanations in Artificial Intelligence

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Mar 06, 2023
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Answer-Set Programs for Repair Updates and Counterfactual Interventions

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Sep 25, 2022
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Reasoning about Counterfactuals and Explanations: Problems, Results and Directions

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Aug 25, 2021
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Second-Order Specifications and Quantifier Elimination for Consistent Query Answering in Databases

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Aug 20, 2021
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Extending Sticky-Datalog+/- via Finite-Position Selection Functions: Tractability, Algorithms, and Optimization

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Aug 03, 2021
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Answer-Set Programs for Reasoning about Counterfactual Interventions and Responsibility Scores for Classification

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Jul 21, 2021
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