Convex optimization

Results: 1096



#Item
891Operations research / Numerical software / Convex analysis / KNITRO / Nonlinear programming / Linear programming / Quadratic programming / Trust region / Interior point method / Mathematical optimization / Numerical analysis / Mathematical analysis

CURRICULUM VITAE JORGE NOCEDAL ADDRESS: Jorge Nocedal Department of Industrial Engineering and Management Sciences

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Source URL: users.eecs.northwestern.edu

Language: English - Date: 2013-10-30 10:48:47
892Relaxation / Dynamic programming / Lagrangian relaxation / Overlapping subproblems / Linear programming / Lagrangian / Linear programming relaxation / Mathematical optimization / Operations research / Convex optimization

/tardir/tiffs/A351869.tiff

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Source URL: edocs.nps.edu

Language: English - Date: 2004-07-09 10:04:41
893Operations research / Linear programming / Combinatorial optimization / Support vector machine / Sequential minimal optimization / Quadratic programming / Global optimization / Nonlinear programming / Convex optimization / Mathematical optimization / Mathematics / Applied mathematics

Journal of Machine Learning Research[removed]–1281 Submitted 7/06; Published 7/06 The Interplay of Optimization and Machine Learning Research Kristin P. Bennett

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Source URL: machinelearning.wustl.edu

Language: English - Date: 2013-06-04 11:31:34
894Operations research / Mathematical optimization / Convex optimization / Computational complexity theory / Approximation algorithms / Unimodular matrix / Linear programming / Optimization problem / Robust optimization / Theoretical computer science / Applied mathematics / Mathematics

Optimization over Integers with Robustness in Cost and Few Constraints Kai-Simon Goetzmann1? , Sebastian Stiller2?? , and Claudio Telha3 1 [removed], Institut f¨

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Source URL: www.coga.tu-berlin.de

Language: English - Date: 2011-11-07 10:30:48
895Operations research / Convex optimization / Linear programming / Convex analysis / Semidefinite programming / Positive-definite matrix / Frank–Wolfe algorithm / Nonlinear dimensionality reduction / Cholesky decomposition / Mathematical optimization / Mathematics / Algebra

A Hybrid Algorithm for Convex Semidefinite Optimization S¨ oren Laue Friedrich-Schiller-University Jena, Germany

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Source URL: icml.cc

Language: English - Date: 2012-06-07 13:19:44
896Mathematical analysis / Convex analysis / Convex optimization / Linear programming / Convex function / Ellipsoid method / Gradient descent / Frank–Wolfe algorithm / Quadratic programming / Mathematical optimization / Numerical analysis / Operations research

Projection-free Online Learning Elad Hazan Technion - Israel Inst. of Tech. [removed]

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Source URL: icml.cc

Language: English - Date: 2012-06-07 13:19:44
897Convex optimization / Convex analysis / Linear programming / Subgradient method / Relaxation / Convex function / Mathematical optimization / Mathematical analysis / Operations research

Online Alternating Direction Method Huahua Wang Arindam Banerjee Dept of Computer Science & Engg, University of Minnesota, Twin Cities Abstract

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Source URL: icml.cc

Language: English - Date: 2012-06-07 13:20:14
898Operations research / Iterative methods / Convex optimization / Least squares / Linear programming / Constraint algorithm / Levenberg–Marquardt algorithm / Numerical analysis / Mathematical optimization / Applied mathematics

A Proximal-Gradient Homotopy Method for the `1 -Regularized Least-Squares Problem Lin Xiao Microsoft Research, 1 Microsoft Way, Redmond, WA[removed]USA Tong Zhang

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Source URL: icml.cc

Language: English - Date: 2012-06-07 13:20:12
899Stochastic optimization / Convex analysis / Operations research / Convex optimization / Stochastic gradient descent / Stochastic approximation / Gradient descent / Convex function / Subgradient method / Mathematical optimization / Mathematical analysis / Numerical analysis

Making Gradient Descent Optimal for Strongly Convex Stochastic Optimization Alexander Rakhlin University of Pennsylvania

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Source URL: icml.cc

Language: English - Date: 2012-06-07 13:19:54
900Convex analysis / Convex optimization / Mathematical optimization / Regularization / Spectral theory of ordinary differential equations / Mathematical analysis / Mathematics / Spectral theory

Complexity Analysis of the Lasso Regularization Path

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Source URL: icml.cc

Language: English - Date: 2012-06-07 13:19:58
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