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Gradient descent
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#	Item
211	Nonparametric Density Estimation for Stochastic Optimization with an Observable State Variable Lauren A. Hannah Duke University Durham, NC 27701 Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2010-11-02 06:13:04 Stochastic optimization Operations research Mathematical optimization Dirichlet process Stochastic approximation Newsvendor model Mixture model Stochastic gradient descent Gradient descent Statistics Probability and statistics Numerical analysis
212	An Introduction to the Conjugate Gradient Method Without the Agonizing Pain Edition 1 14 Jonathan Richard Shewchuk August 4, 1994 Add to Reading List Source URL: automation.berkeley.edu Language: English - Date: 2014-10-29 17:27:50 Numerical linear algebra Conjugate gradient method Preconditioner Iterative method Matrix Gradient descent Nonlinear conjugate gradient method Mathematical optimization Gradient method Numerical analysis Algebra Mathematics
213	Package ‘mboost’ October 2, 2014 Title Model-Based Boosting Version[removed]Date[removed]Description Functional gradient descent algorithm Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2014-10-02 11:30:58 Ensemble learning Statistical methods Mathematical optimization Smoothing spline Gradient boosting Null Matrix Least squares B-spline Statistics Regression analysis Splines
214	Multiplicative Updates for Nonnegative Quadratic Programming Fei Sha∗ Yuanqing Lin† Add to Reading List Source URL: www-bcf.usc.edu Language: English - Date: 2011-08-01 12:49:01 Linear algebra Matrix theory Non-negative matrix factorization Operations research Vector space Lagrange multiplier Karush–Kuhn–Tucker conditions Gradient descent Quadratic programming Algebra Mathematics Mathematical optimization
215	Fast Stochastic Alternating Direction Method of Multipliers Leon Wenliang Zhong WZHONG @ CSE . UST. HK James T. Kwok JAMESK @ CSE . UST. HK Add to Reading List Source URL: jmlr.org Language: English - Date: 2014-02-16 19:30:21 Operations research Applied mathematics Stochastic gradient descent Gradient descent Linear programming Numerical analysis Mathematical optimization Stochastic optimization
216	Journal of Machine Learning Research[removed]627 Submitted 10/13; Revised 12/13; Published 2/14 Adaptivity of Averaged Stochastic Gradient Descent to Local Strong Convexity for Logistic Regression Add to Reading List Source URL: jmlr.org Language: English - Date: 2014-02-24 23:29:33 Big O notation Estimation theory Statistics Mathematics Stochastic approximation Stochastic optimization
217	Journal of Machine Learning Research[removed]) ??-?? Submitted[removed]; Revised[removed]; Published[removed]Efficient Online and Batch Learning using Forward Backward Splitting Add to Reading List Source URL: www.cs.berkeley.edu Language: English - Date: 2009-12-18 19:57:35 Convex analysis Subgradient method Convex optimization Lipschitz continuity Subderivative Convex function Gradient descent Continuous function Vector space Mathematical analysis Mathematical optimization Mathematics
218	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.eecs.berkeley.edu Language: English - Date: 2012-07-22 18:55:21 Convex analysis Stochastic optimization Convex function Mathematical optimization Lipschitz continuity Normal distribution Lp space Gradient descent Stochastic gradient descent Mathematical analysis Mathematics Fourier analysis
219	IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 58, NO. 5, MAY[removed]Information-Theoretic Lower Bounds on the Oracle Complexity of Stochastic Convex Optimization Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2012-05-10 11:53:02 Convex analysis Operations research Convex optimization Convex function Lipschitz continuity Computational complexity theory Oracle machine Stochastic gradient descent PP Mathematical optimization Mathematical analysis Mathematics
220	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

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