Tractability in Structured Probability Spaces

Arthur Choi, Yujia Shen, Adnan Darwiche

Neural Information Processing Systems 

In particular, we introduce the notion of a hierarchical route distribution and show how they can be leveraged to construct tractable PSDDs over route distributions, allowing them to scale to larger maps.

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