What does SGD mean in Unclassified?
This page is about the meanings of the acronym/abbreviation/shorthand SGD in the Miscellaneous field in general and in the Unclassified terminology in particular.
Stochastic Gradient Descent
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Definition
What does SGD mean?
- Stochastic gradient descent
- Stochastic gradient descent (often shortened to SGD), also known as incremental gradient descent, is an iterative method for optimizing a differentiable objective function, a stochastic approximation of gradient descent optimization. A 2018 article implicitly credits Herbert Robbins and Sutton Monro for developing SGD in their 1951 article titled "A Stochastic Approximation Method"; see Stochastic approximation for more information. It is called stochastic because samples are selected randomly (or shuffled) instead of as a single group (as in standard gradient descent) or in the order they appear in the training set.
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"SGD." Abbreviations.com. STANDS4 LLC, 2024. Web. 13 Jun 2024. <https://www.abbreviations.com/term/1503325>.
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