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Gradient method
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#	Item
141	mS2GD: Mini-Batch Semi-Stochastic Gradient Descent in the Proximal Setting Jie Liu Lehigh University Bethlehem, PA 18015 Add to Reading List Source URL: www.opt-ml.org Language: English - Date: 2014-12-10 11:28:41 Stochastic optimization Numerical linear algebra Stochastic gradient descent Gradient method Gradient descent Stochastic approximation Mathematical optimization Random coordinate descent Coordinate descent Numerical analysis Mathematical analysis Mathematics
142	S2CD: Semi-Stochastic Coordinate Descent Jakub Koneˇcn´y University of Edinburgh United Kingdom, EH9 3FD [removed] Add to Reading List Source URL: www.opt-ml.org Language: English - Date: 2014-12-10 11:28:33 Stochastic optimization Stochastic gradient descent Stochastic approximation Coordinate descent Gradient descent Mathematical optimization Gradient method Gradient Numerical analysis Mathematical analysis Mathematics
143	STAT 538 Homework 6 Out February 26, 2015 Due Tuesday, March 5, 2015 c Marina Meil˘a Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2015-03-01 17:22:29 Statistical classification Operations research Machine learning Convex optimization Support vector machines Stochastic gradient descent Mathematical optimization Interior point method Duality Algebra Mathematics Statistics
144	IntervalRank — Isotonic Regression with Listwise and Pairwise Constraints ∗ Taesup Moon, Alex Smola , Yi Chang, Zhaohui Zheng Yahoo! Labs Add to Reading List Source URL: www.yichang-cs.com Language: English - Date: 2009-11-15 16:54:36 Machine learning Operations research Information retrieval Learning to rank Convex optimization Supervised learning Gradient boosting Lagrange multiplier BFGS method Mathematical optimization Mathematics Mathematical analysis
145	Application of Bi-CGSTAB to Waveguide Discontinuity Problems Su Hua Wei∗ and Ya Yan Lu† Abstract Scattering at a waveguide end facet or other waveguide discontinuities can be calculated by an iterative method togethe Add to Reading List Source URL: math.cityu.edu.hk Language: English - Date: 2002-01-31 22:30:41 Computational science Numerical linear algebra Root-finding algorithms Methods of computing square roots Beam propagation method Conjugate gradient method Iterative method Square root Numerical analysis Mathematics Applied mathematics
146	An Efficient Low Memory Implicit DG Algorithm for Time Dependent Problems Per-Olof Persson∗ and Jaime Peraire† Massachusetts Institute of Technology, Cambridge, MA 02139, U.S.A. We present an efficient implicit time Add to Reading List Source URL: raphael.mit.edu Language: English - Date: 2006-02-01 15:02:24 Algebra Preconditioner Generalized minimal residual method Iterative method Sparse matrix Conjugate gradient method Krylov subspace Multigrid method Matrix Numerical linear algebra Numerical analysis Mathematics
147	INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING Int. J. Numer. Meth. Engng 2008; 73:844–868 Published online 25 May 2007 in Wiley InterScience (www.interscience.wiley.com). DOI: [removed]nme.2100 Hessian-base Add to Reading List Source URL: raphael.mit.edu Language: English - Date: 2008-02-19 11:16:33 Operations research Mathematical optimization Algorithm Optimal control Hessian matrix Conjugate gradient method Mathematics Mathematical analysis Calculus
148	Generic Methods for Optimization-Based Modeling Justin Domke Rochester Institute of Technology Abstract Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2012-05-24 15:13:47 Image processing Spatial data analysis Mathematical optimization Coordinate descent Limited-memory BFGS BFGS method Gradient descent Conditional random field Conjugate gradient method Numerical analysis Machine learning Image denoising
149	Dual Decomposition for Marginal Inference Justin Domke Rochester Institute of Technology Rochester, NY[removed]Abstract Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2011-11-07 14:36:56 Operations research Convex optimization Numerical linear algebra Belief propagation Coding theory Tree decomposition BFGS method Linear programming Conjugate gradient method Mathematics Graph theory Mathematical optimization
150	Convergence acceleration method of large-scale parallel iterative solvers for heterogeneous properties Kengo Nakajima Research Organization for Information Science & Technology (RIST), (e-mail [removed]; Add to Reading List Source URL: quakes.earth.uq.edu.au Language: English - Date: 2001-02-26 20:33:12 Mathematical analysis Preconditioner Conjugate gradient method Iterative method Biconjugate gradient stabilized method Generalized minimal residual method Parallel computing Mathematical optimization Numerical linear algebra Mathematics Applied mathematics

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