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A Bootstrap Algorithm for Fast Supervised Learning

Published in arXiv (Cornell University) • May 4, 2023
Authors:
Michael A. Kouritzin
,
Stephen Styles
,
Beatrice-Helen Vritsiou

Abstract

Training a neural network (NN) typically relies on some type of curve-following method, such as gradient descent (GD) (and stochastic gradient descent (SGD)), ADADELTA, ADAM or limited memory algorithms. Convergence for these algorithms usually relies on having access to a large quantity of observat...

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