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Mathematical 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
Date: 2011-07-05 16:26:18
Mathematical 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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