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07/24/2022
Neurosymbolic Repair for Low-Code Formula Languages
Most users of low-code platforms, such as Excel and PowerApps, write pro...
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05/13/2021
DataExposer: Exposing Disconnect between Data and Systems
As data is a central component of many modern systems, the cause of a sy...
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01/18/2021
Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification
Classification, a heavily-studied data-driven machine learning task, dri...
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12/29/2020
Example-Driven User Intent Discovery: Empowering Users to Cross the SQL Barrier Through Query by Example
Traditional data systems require specialized technical skills where user...
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03/21/2020
Causality-Guided Adaptive Interventional Debugging
Runtime nondeterminism is a fact of life in modern database applications...
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03/03/2020
Data Invariants: On Trust in Data-Driven Systems
The reliability and proper function of data-driven applications hinge on...
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06/25/2019