Xbayes

Stc
ComputingScienceColloquium

Date: October 16

Time: 11am

Room: BBL-505

Speaker: Karina Olmos

Title: Xbayes: An optimizing component for the Autobayes Program Synthesis System

Abstract

Autobayes is an automatic program synthesis system for data analysis problems. Its input is a declarative problem description in a form of statistical model. It produces well documented code. The code derivation process uses a schema-based approach (i.e. template) and a set of constraints. Due to this type of program derivation, the generated code has different features if you will compare it with code written by humans.

In the talk, I will present Xbayes, as an separated optimizing component that aims to optimize Autobayes generated code and keep documentation synchronized with the code.