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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

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Joint Distributions for TensorFlow Probability

Piponi, Dan, Moore, Dave, Dillon, Joshua V.

arXiv.org Machine LearningJan-21-2020

A central tenet of probabilistic programming is that a model is specified exactly once in a canonical representation which is usable by inference algorithms. We describe JointDistributions, a family of declarative representations of directed graphical models in TensorFlow Probability.

joint distribution, jointdistributionsequential, tfd, (14 more...)

arXiv.org Machine Learning

2001.11819

Genre: Research Report (0.40)

Technology:

Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty (0.47)
Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.47)

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