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Computational statistics / Neural networks / Statistical theory / Econometrics / Fisher information / Stochastic gradient descent / Loss function / Perceptron / Yann LeCun / Statistics / Machine learning / Estimation theory


No More Pesky Learning Rates Tom Schaul Sixin Zhang Yann LeCun Courant Institute of Mathematical Sciences
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Document Date: 2013-06-04 12:26:23

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Atlanta / Scottsdale / Broadway / /

Company

Neural Information Processing Systems / Cambridge University Press / Artificial Neural Networks / Neural Networks / MIT Press / Andrew / /

Country

Tonga / United States / United Kingdom / /

Currency

SGD / /

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Facility

Supplementary Material Tom Schaul Sixin Zhang Yann LeCun Courant Institute of Mathematical Sciences New York University / More Pesky Learning Rates Tom Schaul Sixin Zhang Yann LeCun Courant Institute of Mathematical Sciences New York University / University of Toronto / /

IndustryTerm

adaptive signal processing / Large scale online learning / systematic search / online estimates / stochastic approximation algorithms / adaptive algorithms / on-line training scenarios / multilayer learning systems / Online Learning / realistic on-line learning scenarios / machine learning applications / Online algorithms / natural gradient algorithm / curvature matrix-vector products / basic algorithm / /

Organization

Cambridge University / Supplementary Material Tom Schaul Sixin Zhang Yann LeCun Courant Institute / New York University / National Research Fund Luxembourg / More Pesky Learning Rates Tom Schaul Sixin Zhang Yann LeCun Courant Institute / Department of Computer Science / MIT / University of Toronto / /

Person

Yoram / Camille Couprie / Arthur Szlam / Warren B. Adaptive / Nicol N. Fast / Shane Legg / Farabet Szlam / Tom Schaul Sixin Zhang Yann / /

Position

empirical Fisher information matrix / author / Singer / feed-forward / /

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E / PASCAL / /

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New York / Georgia / Arizona / Massachusetts / /

PublishedMedium

Machine Learning / Journal of Machine Learning Research / /

Technology

resulting algorithm / neural network / artificial intelligence / four adaptive algorithms / stochastic approximation algorithms / Machine Learning / online natural gradient algorithm / same algorithm / adaptive algorithms / basic algorithm / /

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http /

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