Learning rate (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Learning rate" in English language version.

refsWebsite
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arxiv.org

  • Ruder, Sebastian (2017). "An Overview of Gradient Descent Optimization Algorithms". arXiv:1609.04747 [cs.LG].
  • Smith, Leslie N. (4 April 2017). "Cyclical Learning Rates for Training Neural Networks". arXiv:1506.01186 [cs.CV].

books.google.com

  • Murphy, Kevin P. (2012). Machine Learning: A Probabilistic Perspective. Cambridge: MIT Press. p. 247. ISBN 978-0-262-01802-9.
  • Nesterov, Y. (2004). Introductory Lectures on Convex Optimization: A Basic Course. Boston: Kluwer. p. 25. ISBN 1-4020-7553-7.

machinelearningmastery.com

probml.github.io

psu.edu

citeseerx.ist.psu.edu

  • Delyon, Bernard (2000). "Stochastic Approximation with Decreasing Gain: Convergence and Asymptotic Theory". Unpublished Lecture Notes. Université de Rennes. CiteSeerX 10.1.1.29.4428.