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02/10/2023
CREDENCE: Counterfactual Explanations for Document Ranking
Towards better explainability in the field of information retrieval, we ...
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05/17/2021
Discovery and Contextual Data Cleaning with Ontology Functional Dependencies
Functional Dependencies (FDs) define attribute relationships based on sy...
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01/06/2021
Efficient Discovery of Approximate Order Dependencies
Order dependencies (ODs) capture relationships between ordered domains o...
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08/17/2020
Joint Variational Autoencoders for Recommendation with Implicit Feedback
Variational Autoencoders (VAEs) have recently shown promising performanc...
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05/28/2020
Discovering Domain Orders through Order Dependencies
Much real-world data come with explicitly defined domain orders; e.g., l...
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05/28/2019
Discovery of Band Order Dependencies
We enhance dependency-based data cleaning with approximate band conditio...
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05/06/2019
Errata Note: Discovering Order Dependencies through Order Compatibility
A number of extensions to the classical notion of functional dependencie...
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01/07/2019