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06/16/2023
CHORUS: Foundation Models for Unified Data Discovery and Exploration
We explore the application of foundation models to data discovery and ex...
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04/04/2023
On algorithmically boosting fixed-point computations
This paper is a thought experiment on exponentiating algorithms. One of ...
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09/27/2017
Multi-way Interacting Regression via Factorization Machines
We propose a Bayesian regression method that accounts for multi-way inte...
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02/07/2016
ERBlox: Combining Matching Dependencies with Machine Learning for Entity Resolution
Entity resolution (ER), an important and common data cleaning problem, i...
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10/13/2008