Nesting probabilistic programs

We formalize the notion of nesting probabilistic programming queries and investigate the resulting statistical implications. We demonstrate that while query nesting allows the definition of models which could not otherwise be expressed, such as those involving agents reasoning about other agents, ex...

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Bibliographic Details
Main Author: Rainforth, T
Format: Conference item
Published: Association for Uncertainty in Artificial Intelligence 2018