Proximal gradient methods for learning

Results: 2



#Item
1Mathematical optimization / Numerical analysis / Mathematical analysis / Convex optimization / Stochastic optimization / Machine learning / Gradient descent / Stochastic gradient descent / Subgradient method / Proximal gradient methods for learning / Perceptron / BroydenFletcherGoldfarbShanno algorithm

Journal of Machine Learning Research2159 Submitted 3/10; Revised 3/11; Published 7/11 Adaptive Subgradient Methods for Online Learning and Stochastic Optimization∗

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Source URL: www.jmlr.org

Language: English - Date: 2011-07-05 16:26:18
2Convex optimization / Mathematical optimization / Stochastic optimization / Machine learning / Gradient descent / Subgradient method / Stochastic gradient descent / Proximal gradient methods for learning / Perceptron / BroydenFletcherGoldfarbShanno algorithm / Online machine learning / Loss functions for classification

Adaptive Subgradient Methods Adaptive Subgradient Methods for Online Learning and Stochastic Optimization∗ John Duchi

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Source URL: stanford.edu

Language: English - Date: 2014-09-05 13:17:02
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