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Convex analysis
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631	Two friends, Emily and Lorraine, were working on an algebra task assigned to their team. They were arguing about the meaning of the inverse of a function. They consulted a dictionary and found the following definitions f Add to Reading List Source URL: www.okcareertech.org Language: English Convex analysis Analytic functions Inverse function Function Concave function Injective function Exponential function Logarithm Multiplicative inverse Mathematics Mathematical analysis Functions and mappings
632	Large-scale machine learning and convex optimization Francis Bach INRIA - Ecole Normale Sup´erieure, Paris, France ÉCOLE NORMALE Add to Reading List Source URL: www.di.ens.fr Language: English - Date: 2014-11-05 19:03:40 Stochastic optimization Computational statistics Cybernetics Stochastic gradient descent Mathematical optimization Machine learning Gradient method Bioinformatics Stochastic Mathematics Applied mathematics Numerical analysis
633	PDF Document Add to Reading List Source URL: www.siam.org Language: English - Date: 2014-10-28 09:53:57 Mathematics Convex optimization Convex function Karush–Kuhn–Tucker conditions Convex hull Convex set Duality Convex cone Linear least squares Mathematical optimization Convex analysis Mathematical analysis
634	Convex Optimization Methods for Graphs and Statistical Modeling by Venkat Chandrasekaran B.A. in Mathematics, B.S. in Electrical and Computer Engineering Rice University (2005) Add to Reading List Source URL: users.cms.caltech.edu Language: English - Date: 2012-02-01 13:45:54 Algebra Operations research Real algebraic geometry Convex optimization Convex function Semidefinite programming Adjacency matrix Convex cone Matrix Mathematical optimization Mathematics Convex analysis
635	PDF Document Add to Reading List Source URL: www.siam.org Language: English - Date: 2014-10-28 09:53:55 Mathematical analysis Convex optimization Linear programming Convex analysis Karush–Kuhn–Tucker conditions Gradient method Duality Strong duality Optimal design Mathematical optimization Numerical analysis Operations research
636	Relative Entropy Relaxations for Signomial Optimization Venkat Chandrasekaranc and Parikshit Shahw c ∗ Add to Reading List Source URL: users.cms.caltech.edu Language: English - Date: 2014-09-25 13:05:09 Convex cone Linear algebra Duality Mathematical optimization Mathematics Convex analysis
637	Recovery of Sparse Probability Measures via Convex Programming Mert Pilanci and Laurent El Ghaoui Electrical Engineering and Computer Science University of California Berkeley Add to Reading List Source URL: users.cms.caltech.edu Language: English - Date: 2012-11-07 21:36:01 Convex analysis Operations research Convex optimization Convex function Linear programming Normal distribution Vector space Mixture distribution Mathematical optimization Mathematics Algebra
638	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
639	PNAS PLUS Computational and statistical tradeoffs via convex relaxation Venkat Chandrasekarana and Michael I. Jordanb,1 a Add to Reading List Source URL: users.cms.caltech.edu Language: English - Date: 2013-10-03 01:51:43 Geometry Operations research Linear algebra Geometric shapes Convex optimization Convex cone Convex hull Ellipsoid method Linear programming Mathematical optimization Mathematics Convex analysis
640	Found Comput Math[removed]:805–849 DOI[removed]s10208[removed]The Convex Geometry of Linear Inverse Problems Venkat Chandrasekaran · Benjamin Recht · Pablo A. Parrilo · Alan S. Willsky Add to Reading List Source URL: users.cms.caltech.edu Language: English - Date: 2012-11-05 20:49:36 Convex analysis Mathematical optimization Matrices Numerical linear algebra Convex hull Norm Matrix Orthogonal matrix Convex cone Algebra Mathematics Linear algebra

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