minibatch en · NOUN
Etymology
Attested since 1993, mini- + batch. Quickly displaced original term "blockupdate" coined by Martin Møller in 1992.
Meanings
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(qualifier:machine learning) A batch less than one epoch
Interestingly, unlike the vanilla SGD algorithm, the stochastic normalized gradient descent algorithm provably requires a minimal minibatch size.
2015, Elad Hazan, Kfir Y. Levy, Shai Shalev-Shwartz, “Beyond Convexity: Stochastic Quasi-Convex Optimization”, in arXiv:
Forms
| Spelling | Features | Labels | Source |
|---|---|---|---|
| minibatches | Number=Plur | lexicographic |