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Stochastic gradient descent
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121	c 2012 Society for Industrial and Applied Mathematics SIAM J. OPTIM. Vol. 22, No. 2, pp. 674–701 Add to Reading List Source URL: www.cs.berkeley.edu Language: English - Date: 2012-07-23 18:12:28 Convex analysis Stochastic optimization Convex function Mathematical optimization Lipschitz continuity Normal distribution Lp space Gradient descent Stochastic gradient descent Mathematical analysis Mathematics Fourier analysis
122	Adaptive Subgradient Methods Adaptive Subgradient Methods for Online Learning and Stochastic Optimization∗ John Duchi Add to Reading List Source URL: www.cs.berkeley.edu Language: English - Date: 2011-03-18 22:06:19 Operations research Convex optimization Gradient descent Subgradient method Perceptron Stochastic gradient descent Gradient method BFGS method Numerical analysis Mathematical optimization Stochastic optimization
123	arXiv:1105.4701v3 [cs.LG] 8 Sep[removed]Online Learning, Stability, and Stochastic Gradient Descent September 9, 2011 Tomaso Poggio, Stephen Voinea, Lorenzo Rosasco Add to Reading List Source URL: cbcl.mit.edu Language: English - Date: 2011-09-15 10:11:06 Stability Vector space Weak convergence Algebra Mathematics Learning
124	arXiv:1105.4701v3 [cs.LG] 8 Sep[removed]Online Learning, Stability, and Stochastic Gradient Descent September 9, 2011 Tomaso Poggio, Stephen Voinea, Lorenzo Rosasco Add to Reading List Source URL: cbcl.mit.edu Language: English - Date: 2011-09-15 10:11:06 Stability Vector space Weak convergence Algebra Mathematics Learning
125	SVM Optimization: Inverse Dependence on Training Set Size Shai Shalev-Shwartz Nathan Srebro Toyota Technological Institute at Chicago, 1427 East 60th Street, Chicago IL 60637, USA Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2008-05-23 03:15:52 Support vector machine Learning Cross-validation Stochastic gradient descent Kernel methods Supervised learning Statistics Machine learning Statistical classification
126	IEMS 490 Introduction to Machine Learning Mo-Wed: 11-12:20, Tech MG28 Professor: Jorge Nocedal, Add to Reading List Source URL: users.eecs.northwestern.edu Language: English - Date: 2014-04-16 11:12:03 Supervised learning Regularization Pattern recognition Neural network Support vector machine Stochastic gradient descent Statistical classification Perceptron Boosting Statistics Machine learning Artificial intelligence
127	NIPS workshop 2011 Optimization Challenge Average Stochastic Gradient Descent for Autoencoder Sixin Zhang, Clément Farabet, Marco Scoffier, Add to Reading List Source URL: pub.clement.farabet.net Language: English - Date: 2013-07-18 17:55:37 Stochastic gradient descent Stochastic optimization Statistics
128	Making Gradient Descent Optimal for Strongly Convex Stochastic Optimization Alexander Rakhlin University of Pennsylvania Add to Reading List Source URL: icml.cc Language: English - Date: 2012-06-07 13:19:54 Stochastic optimization Convex analysis Operations research Convex optimization Stochastic gradient descent Stochastic approximation Gradient descent Convex function Subgradient method Mathematical optimization Mathematical analysis Numerical analysis
129	MASSACHUSETTS INSTITUTE OF TECHNOLOGY ARTIFICIAL INTELLIGENCE LABORATORY and CENTER FOR BIOLOGICAL AND COMPUTATIONAL LEARNING DEPARTMENT OF BRAIN AND COGNITIVE SCIENCES Add to Reading List Source URL: cbcl.mit.edu Language: English - Date: 2001-04-10 14:19:22 Machine learning Support vector machine Wavelet Stochastic gradient descent Cross-validation Viseme Nonlinear regression Statistics Regression analysis Statistical classification
130	Optimization A framework for predictive analytics Matt Gattis, Hunch.com Simple Optimization Problem Add to Reading List Source URL: files.meetup.com Language: English - Date: 2010-11-13 08:28:33 Operations research Convex analysis Computational statistics Stochastic optimization Stochastic gradient descent Gradient descent Linear programming Convex optimization SciPy Mathematical optimization Numerical analysis Mathematical analysis

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