Gen: A General-Purpose Probabilistic Programming System with Programmable Inference

Probabilistic modeling and inference are central to many fields. A key challenge for wider adoption of probabilistic programming languages is designing systems that are both flexible and performant. This paper introduces Gen, a new probabilistic programming system with novel language con- structs fo...

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书目详细资料
Main Authors: Cusumano-Towner, Marco F., Saad, Feras A., Lew, Alexander, Mansinghka, Vikash K.
格式: 文件
语言:en_US
出版: 2018
在线阅读:http://hdl.handle.net/1721.1/119255