Server-side Probabilistic Programming
We share our experiences from integrating probabilistic programming into a server-side software system and present our ongoing work on probabilistic programming facility for Go, a modern programming language of choice for server-side software development. We demonstrate how a lightweight efficient probabilistic programming facility can be added to an existing programming language. Server-side application of probabilistic programming poses challenges for a probabilistic programming system. We discuss the challenges and our experience in overcoming them, and suggest guidelines which can help in a wider adoption of probabilistic programming in server-side software systems.
Tue 15 Jan
|11:00 - 11:30|
|11:30 - 12:00|
Eli SenneshNortheastern University, Adam ŚcibiorUniversity of Cambridge and MPI Tuebingen, Hao WuNortheastern University, Jan-Willem van de MeentNortheastern UniversityFile Attached
|12:00 - 12:30|
David TolpinPUB+Media Attached