Multi-Model Probabilistic Programming

Understand

Probabilistic programming makes it easy to represent a probabilistic model as a program.

• Building an individual model, however, is only one step of probabilistic modeling.
• The broader challenge of probabilistic modeling is in understanding and navigating spaces of alternative models.
• There is currently no good way to represent these spaces of alternative models, despite their central role.