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Numerical linear algebra / Least squares / Operator theory / Estimation theory / Limited-memory BFGS / BFGS method / Gauss–Newton algorithm / Hessian matrix / Mathematical optimization / Numerical analysis / Mathematics / Mathematical analysis


Krylov Subspace Descent for Deep Learning Oriol Vinyals University of California, Berkeley Abstract
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Document Date: 2012-02-03 01:40:48

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City

Springer / /

Company

CURVES HF / Neural Networks / Daniel Povey 18 HF / GPU / Task AE AE / LBFGS HF / Microsoft / Recurrent Neural Networks / /

Facility

Deep Learning Oriol Vinyals University of California / /

IndustryTerm

autoencoder network / search direction dprev / matrix-vector product / inner product / scientific computing fields / line-search algorithm / approximate solution / line search / computing / line search phase / natural gradient algorithm / search direction / curvature matrix-vector products / /

NaturalFeature

Canary Islands / /

Organization

University of California / Berkeley / Deep Learning Oriol Vinyals University / /

Person

Abhik Lahiri / Quoc V. Le / Jiquan Ngiam / Oriol Vinyals / Ruslan Salakhutdinov / Bobby Prochnow / Samy Bengio / Daniel Povey / Xavier Glorot / Pascal Vincent / Suman Ravuri / Richard H. Byrd / James Martens / Andrew Y. Ng / Gillian M. Chiny / Nicol N. Schraudolph / Will Neveitt / Jorge Nocedal / Aaron Courville / Pierre antoine Manzagol / Shun-Ichi Amari / Stephen J. Wright / Adam Coates / Geoffrey Hinton / Dumitru Erhan / Nicolas Le Roux / Pierre-Antoine Manzagol / Yoshua Bengio / Aurora Starcraft Tr / Barak A. Pearlmutter / Ilya Sutskever / Luis Morales / /

Position

Prime Minister / forward in Erhan / Fisher information matrix / Fisher / forward in Martens / /

Product

Gauss-Newton / /

ProgrammingLanguage

L / K / /

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New York / California / /

PublishedMedium

The Journal of Machine Learning Research / /

RadioStation

KSD / /

Technology

KSD algorithm / v2 Algorithm / speech recognition / CG algorithm / neural network / artificial intelligence / line-search algorithm / BFGS algorithm / machine learning / online natural gradient algorithm / subset Bn Run Algorithm / /

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www.accelereyes.com / /

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