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Gradient descent
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131	IEEE TRANSACTIONS ON IMAGE PROCESSING, VOL. 23, NO. 12, DECEMBERInformation Geometric Algorithm for Estimating Switching Probabilities in Space-Varying HMM Add to Reading List Source URL: vislab.isr.ist.utl.pt Language: English - Date: 2015-05-07 08:24:52 Probability and statistics Operations research Estimation theory Expectation–maximization algorithm Missing data Markov chain Mathematical optimization Gradient descent Matrix Statistics Markov models Applied mathematics
132	A Course in Machine Learning Hal Daumé III 6 \| L INEAR M ODELS Add to Reading List Source URL: ciml.info Language: English - Date: 2014-09-24 16:08:38 Neural networks Linear algebra Convex analysis Perceptron Gradient descent Computational statistics Norm Derivative Convex function Mathematics Algebra Mathematical optimization
133	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
134	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
135	MITSUBISHI ELECTRIC RESEARCH LABORATORIES http://www.merl.com Greedy Sparsity-Constrained Optimization Bahmani, S.; Raj, B.; Boufounos, P.T. Add to Reading List Source URL: www.merl.com Language: English - Date: 2013-07-15 07:04:10 Econometrics Mathematical optimization Least squares Interior point method Linear regression Gradient descent Sparse approximation Orthant-wise limited-memory quasi-Newton Statistics Numerical analysis Regression analysis
136	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
137	MITSUBISHI ELECTRIC RESEARCH LABORATORIES http://www.merl.com Nonsymmetric Multigrid Preconditioning for Conjugate Gradient Methods Add to Reading List Source URL: www.merl.com Language: English - Date: 2013-07-23 09:38:11 Preconditioner Multigrid method Conjugate gradient method LOBPCG Lis Iterative method Gradient descent Hypre Inverse iteration Numerical analysis Numerical linear algebra Mathematics
138	Articial Neural Networks Read Ch. 4] Recommended exercises 4.1, 4.2, 4.5, 4.9, 4.11] Threshold units Gradient descent Multilayer networks Add to Reading List Source URL: aass.oru.se Language: English - Date: 2005-03-31 12:57:42 Cybernetics Science Learning Perceptron Cognitive science Backpropagation Connectionism Artificial neuron Feedforward neural network Neural networks Machine learning Computational neuroscience
139	Preconditioning Jon Claerbout In Chapter ??, we developed adjoints and in Chapter ??, we developed inverse operators. Logically, correct solutions come only through inversion. Real life, however, seems nearly the opposit Add to Reading List Source URL: www.reproducibility.org Language: English - Date: 2015-05-07 17:37:24 Regression analysis Mathematical optimization Preconditioner Linear algebra Conjugate gradient method Least squares Residual Iterative method Gradient descent Numerical analysis Mathematics Numerical linear algebra

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