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Stochastic gradient descent
Results: 144

#	Item
61	0 Large Linear Classification When Data Cannot Fit In Memory Hsiang-Fu Yu, Cho-Jui Hsieh, Kai-Wei Chang and Chih-Jen Lin, Department of Computer Science, National Taiwan University Recent advances in linear classificati Add to Reading List Source URL: www.csie.ntu.edu.tw Language: English - Date: 2011-11-04 17:52:46 Operations research Statistical classification Support vector machine Mathematical optimization Stochastic gradient descent Algorithm Gradient descent Sequential minimal optimization Ranking SVM Statistics Numerical analysis Mathematics
62	PDF Document Add to Reading List Source URL: www.stat.purdue.edu Language: English - Date: 2008-09-11 13:00:50 Stochastic optimization Statistical classification Perceptron Support vector machine Stochastic gradient descent Stability Stochastic approximation Gradient descent Kernel trick Machine learning Statistics Numerical analysis
63	On the importance of initialization and momentum in deep learning Ilya Sutskever1 James Martens George Dahl Geoffrey Hinton Add to Reading List Source URL: www.cs.toronto.edu Language: English - Date: 2013-05-14 14:30:22 Mathematics Mathematical optimization Stochastic gradient descent Convex optimization Gradient descent Backpropagation Perceptron Gradient method Autoencoder Neural networks Numerical analysis Applied mathematics
64	Spectral Projected Gradient Descent for Efficient and Large Scale Generalized Multiple Kernel Learning Ashesh Jain S. V. N. Vishwanathan Add to Reading List Source URL: www.stat.purdue.edu Language: English - Date: 2013-01-13 21:21:11 Statistical classification Support vector machine Stochastic gradient descent Mathematical optimization Gradient descent Shogun Gradient method Numerical analysis Statistics Machine learning
65	CS/CNS/EE 156b Learning Systems - Project Summary http://www.cs.caltech.edu/~ling/course/cs156b/ Ling Li, December 7, 2001 Add to Reading List Source URL: www.work.caltech.edu Language: English - Date: 2005-11-24 18:42:35 Computational statistics Cybernetics Econometrics Network architecture Stochastic gradient descent Applied mathematics Neural networks Statistics Computational neuroscience
66	Stochastic gradient descent with differentially private updates Shuang Song Kamalika Chaudhuri Add to Reading List Source URL: cseweb.ucsd.edu Language: English - Date: 2014-02-01 13:52:02 Mathematics Stochastic gradient descent Differential privacy Perceptron Gradient descent Mathematical optimization Stochastic approximation Algorithm Numerical analysis Stochastic optimization Applied mathematics
67	Large-Scale Machine Learning with Stochastic Gradient Descent L´eon Bottou NEC Labs America, Princeton NJ 08542, USA Add to Reading List Source URL: leon.bottou.org Language: English - Date: 2010-12-28 10:48:28 Statistics Operations research Stochastic gradient descent Neural networks Gradient descent Stochastic approximation Perceptron Supervised learning BFGS method Numerical analysis Mathematical optimization Stochastic optimization
68	Journal of Machine Learning Research3817 Submitted 4/13; Revised 9/13; PublishedBudgetedSVM: A Toolbox for Scalable SVM Approximations Nemanja Djuric Add to Reading List Source URL: astro.temple.edu Language: English - Date: 2014-01-24 01:52:55 Support vector machines Learning Linear classifier Perceptron Stochastic gradient descent Least squares support vector machine Shogun Statistics Machine learning Statistical classification
69	1 Real-time Discriminative Background Subtraction Li Cheng, Member, Minglun Gong Member, Dale Schuurmans, Terry Caelli Fellow Add to Reading List Source URL: webdocs.cs.ualberta.ca Language: English - Date: 2010-12-15 01:15:33 Computational statistics Segmentation Support vector machine Supervised learning Machine learning Stochastic gradient descent Statistics Image processing Learning

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