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Subgradient method
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#	Item
31	The InsTITuTe for sysTems research Isr TechnIcal rePorT[removed]Distributed subgradient method under random communication topology - the effect of the probability distribution of the random graph Add to Reading List Source URL: drum.lib.umd.edu Language: English - Date: 2011-07-18 22:42:10 Mathematical analysis Statistics Markov models Mathematics Spectral theory Markov processes Kalman filter Spectral theory of ordinary differential equations Convex optimization Mathematical optimization Subgradient method
32	Information-theoretic lower bounds on the oracle complexity of sparse convex optimization Peter L. Bartlett Computer Science Division Department of Statistics Add to Reading List Source URL: www.cs.utexas.edu Language: English - Date: 2010-11-27 20:16:44 Convex analysis Operations research Convex optimization Linear algebra Convex function Lipschitz continuity Vector space Subgradient method Distribution Mathematical optimization Mathematical analysis Mathematics
33	Adaptive Subgradient Methods Adaptive Subgradient Methods for Online Learning and Stochastic Optimization∗ John Duchi Add to Reading List Source URL: www.magicbroom.info Language: English - Date: 2012-09-24 14:25:51 Operations research Convex optimization Gradient descent Subgradient method Perceptron Stochastic gradient descent Gradient method BFGS method Numerical analysis Mathematical optimization Stochastic optimization
34	v Contents Preface . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . xi Output analysis for approximated stochastic programs[removed]J. Dupaˇcov´a Add to Reading List Source URL: www.ise.ufl.edu Language: English - Date: 2013-06-15 17:49:03 Mathematical optimization Operations research Stochastic optimization R. Tyrrell Rockafellar Numerical analysis Combinatorial optimization Economic model Stochastic programming Subgradient method Mathematical analysis Applied mathematics Mathematics
35	Block-Coordinate Frank-Wolfe Optimization for Structural SVMs Simon Lacoste-Julien∗ Martin Jaggi ∗ Add to Reading List Source URL: jmlr.csail.mit.edu Language: English - Date: 2013-08-14 01:36:43 Linear programming Operations research Statistical classification Support vector machine Sequential minimal optimization Subgradient method Duality Stochastic gradient descent Frank–Wolfe algorithm Mathematical optimization Convex optimization Numerical analysis
36	LARGE MARGIN TRAINING OF ACOUSTIC MODELS FOR SPEECH RECOGNITION Fei Sha A DISSERTATION in Add to Reading List Source URL: www-bcf.usc.edu Language: English - Date: 2011-08-01 12:49:02 Machine learning Computational linguistics Statistical classification Automatic identification and data capture Computer accessibility Speech recognition Hidden Markov model Support vector machine Subgradient method Statistics Mathematical optimization Probability and statistics
37	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
38	592 IEEE TRANSACTIONS ON AUTOMATIC CONTROL, VOL. 57, NO. 3, MARCH 2012 Dual Averaging for Distributed Optimization: Convergence Analysis and Network Scaling Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2012-03-03 13:55:50 Convex optimization Mathematical optimization Subgradient method Random walk Topology Planar graph Algorithm Expander graph Linear programming Graph theory Mathematics Operations research
39	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
40	Dual Averaging for Distributed Optimization: Convergence Analysis and Network Scaling arXiv:1005.2012v3 [math.OC] 10 Apr[removed]John C. Duchi1 Add to Reading List Source URL: arxiv.org Language: English - Date: 2011-04-12 10:45:22 Convex analysis Convex optimization Operations research Subgradient method Perceptron Gradient descent Topology Subderivative Convex function Mathematical optimization Mathematical analysis Numerical analysis

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