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Concept information

... > entity > continuant > generically dependent continuant > information content entity > directive information entity > plan specification > algorithm > classification algorithm > stochastic gradient descent

Preferred term

stochastic gradient descent  

Definition

  • "A gradient descent algorithm in which the batch size is one. In other words, SGD trains on a single example chosen uniformly at random from a training set." (source: https://developers.google.com/machine-learning/glossary/).

Broader concept

Entry terms

  • SGD

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URI

http://data.loterre.fr/ark:/67375/LTK-DF6LPDQ5-M

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