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08/10/2023
Banzhaf Values for Facts in Query Answering
Quantifying the contribution of database facts to query answers has been...
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02/01/2022
Framework for Evaluating Faithfulness of Local Explanations
We study the faithfulness of an explanation system to the underlying pre...
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12/16/2021
Computing the Shapley Value of Facts in Query Answering
The Shapley value is a game-theoretic notion for wealth distribution tha...
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10/19/2020
SmartTriage: A system for personalized patient data capture, documentation generation, and decision support
Symptom checkers have emerged as an important tool for collecting sympto...
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07/08/2020
Explaining Natural Language Query Results
Multiple lines of research have developed Natural Language (NL) interfac...
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07/08/2020
Just in Time: Personal Temporal Insights for Altering Model Decisions
The interpretability of complex Machine Learning models is coming to be ...
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07/08/2020
T-REx: Table Repair Explanations
Data repair is a common and crucial step in many frameworks today, as ap...
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06/03/2020
ExKMC: Expanding Explainable k-Means Clustering
Despite the popularity of explainable AI, there is limited work on effec...
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02/28/2020