Probabilistic Programming Language

Programming Talks tagged with: "Probabilistic Programming Language"

An Overview of Probabilistic Programming

Vikash K. Mansinghka
an hour
An Overview of Probabilistic ProgrammingProbabilistic inference is a widely-used, rigorous approach for processing ambiguous information based on models that are uncertain or incomplete. However, models and inference algorithms can be difficult to specify and implement, let alone design, validate, or optimize. Additionally, inference often appears to be intractable. Probabilistic programming is an emerging field ...