2 papers
cs.LG2018
SmartChoices: Hybridizing Programming and Machine Learning
Victor Carbune, Thierry Coppey, Alexander Daryin +3
We present SmartChoices, an approach to making machine learning (ML) a first class citizen in programming languages which we see as one way to lower the entrance cost to applying M…
cs.DB2018
Compiling Database Application Programs
Mohammad Dashti, Sachin Basil John, Thierry Coppey +3
There is a trend towards increased specialization of data management software for performance reasons. In this paper, we study the automatic specialization and optimization of data…