Neural Processes

Marta Garnelo
Marta Garnelo
Jonathan Schwarz
Jonathan Schwarz
Dan Rosenbaum
Dan Rosenbaum
Fabio Viola
Fabio Viola

CoRR, Volume abs/1807.01622, 2018.

Cited by: 138|Bibtex|Views30
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Other Links: dblp.uni-trier.de|arxiv.org

Abstract:

A neural network (NN) is a parameterised function that can be tuned via gradient descent to approximate a labelled collection of data with high precision. A Gaussian process (GP), on the other hand, is a probabilistic model that defines a distribution over possible functions, and is updated in light of data via the rules of probabilisti...More

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