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Gradient analysis
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101	158 c W.C Carter MITFall 2012 Lecture 13 Add to Reading List Source URL: pruffle.mit.edu Language: English - Date: 2012-10-10 13:46:24 Vector calculus Divergence Gradient Scalar potential Vector field Curl Surface integral Conservative vector field Euclidean vector Mathematical analysis Calculus Mathematics
102	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
103	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
104	Short Math Guide for LATEX Michael Downes American Mathematical Society Version), currently available at http://www.ams.org/tex/short-math-guide.html 1. Introduction This is a concise summary of recommen Add to Reading List Source URL: ctieware.eng.monash.edu.au Language: English - Date: 2008-03-27 07:13:45 Derivation of the conjugate gradient method Numerical linear algebra Classical orthogonal polynomials Numerical analysis Mathematics Physics
105	c W.C Carter Lecture 14 MITFall 2012 Add to Reading List Source URL: pruffle.mit.edu Language: English - Date: 2012-10-31 13:36:00 Mathematical analysis Vector field Scalar potential Multiple integral Closed and exact differential forms Conservative vector field Curl Gradient Cylindrical coordinate system Calculus Vector calculus Mathematics
106	Smoothing Multivariate Performance Measures Xinhua Zhang Ankan Saha S.V. N. Vishwanathan Department of Computing Science Department of Computer Science Add to Reading List Source URL: people.cs.uchicago.edu Language: English - Date: 2011-10-30 17:52:45 Gradient Vector calculus Support Convex optimization Mathematical analysis Calculus Differential calculus
107	c W.C Carter Lecture 14 MITFall 2007 Add to Reading List Source URL: pruffle.mit.edu Language: English - Date: 2009-06-08 11:31:32 Mathematical analysis Vector field Scalar potential Multiple integral Closed and exact differential forms Curl Conservative vector field Gradient Calculus Vector calculus Mathematics
108	/home/tgd/s/ashenfelter/ml2004/tech-report/paper.dvi Add to Reading List Source URL: www.cs.iastate.edu Language: English - Date: 2004-09-12 22:29:55 Ensemble learning Gradient boosting Gradient descent AdaBoost Gradient BFGS method Numerical analysis Mathematical analysis Mathematics
109	OctLecture 14: Integrals along a Path Reading: Kreyszig Sections: 10.1, 10.2, 10.3 Add to Reading List Source URL: pruffle.mit.edu Language: English - Date: 2012-10-31 13:35:59 Mathematics Scalar potential Vector field Multiple integral Closed and exact differential forms Curl Conservative vector field Gradient Integral Calculus Mathematical analysis Vector calculus
110	MITFallLecture 13 c W.C Carter Add to Reading List Source URL: pruffle.mit.edu Language: English - Date: 2012-10-10 13:46:24 Vector calculus Divergence Gradient Scalar potential Vector field Curl Surface integral Conservative vector field Euclidean vector Mathematical analysis Calculus Mathematics

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