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10/25/2022
OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance from Database Logs [Technical Report]
Provenance encodes information that connects datasets, their generation ...
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01/07/2020
Vamsa: Tracking Provenance in Data Science Scripts
Machine learning (ML) which was initially adopted for search ranking and...
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12/19/2019
Data Science through the looking glass and what we found there
The recent success of machine learning (ML) has led to an explosive grow...
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11/01/2019
Extending Relational Query Processing with ML Inference
The broadening adoption of machine learning in the enterprise is increas...
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08/30/2019
Cloudy with high chance of DBMS: A 10-year prediction for Enterprise-Grade ML
Machine learning (ML) has proven itself in high-value web applications s...
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05/07/2018
Provenance for Interactive Visualizations
We highlight the connections between data provenance and interactive vis...
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01/22/2018