2 papers
cs.DB2019
sql4ml A declarative end-to-end workflow for machine learning
Nantia Makrynioti, Ruy Ley-Wild, Vasilis Vassalos
We present sql4ml, a system for expressing supervised machine learning (ML) models in SQL and automatically training them in TensorFlow. The primary motivation for this work stems…
cs.DB2019
Declarative Data Analytics: a Survey
Nantia Makrynioti, Vasilis Vassalos
The area of declarative data analytics explores the application of the declarative paradigm on data science and machine learning. It proposes declarative languages for expressing d…