SixthSense: Debugging Convergence Problems in Probabilistic Programs via Program Representation Learning

Saikat Dutta 0001, Zixin Huang, Sasa Misailovic. SixthSense: Debugging Convergence Problems in Probabilistic Programs via Program Representation Learning. In Einar Broch Johnsen, Manuel Wimmer, editors, Fundamental Approaches to Software Engineering - 25th International Conference, FASE 2022, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2022, Munich, Germany, April 2-7, 2022, Proceedings. Volume 13241 of Lecture Notes in Computer Science, pages 123-144, Springer, 2022. [doi]

Abstract

Abstract is missing.