This article presents GenSQL, a probabilistic programming system for querying probabilistic
generative models of database tables. By augmenting SQL with only a few key primitives for …

We introduce StarfishDB, a query execution engine optimized for relational probabilistic
programming. Our engine adopts the model of Gamma Probabilistic Databases …

How can we automate and scale up the processes of learning accurate probabilistic models
of complex data and obtaining principled solutions to probabilistic inference and analysis …