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Convex
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#	Item
321	Scaling MPE Inference for Constrained Continuous Markov Random Fields with Consensus Optimization Stephen H. Bach University of Maryland, College Park College Park, MD 20742 Add to Reading List Source URL: stephenbach.net Language: English - Date: 2013-06-10 18:15:08 Operations research Mathematical optimization Convex optimization Multivariable calculus Linear programming Lagrange multiplier Finite element method Algorithm Interior point method
322	Mach Learn:3–39 DOIs10994A majorization-minimization approach to the sparse generalized eigenvalue problem Bharath K. Sriperumbudur · David A. Torres · Add to Reading List Source URL: eceweb.ucsd.edu Language: English - Date: 2015-07-31 19:00:27 Multivariate statistics Operations research Mathematical optimization Numerical linear algebra Dimension reduction Sparse PCA Sparse approximation Principal component analysis Limit of a function Convex optimization Semidefinite programming K-SVD
323	Computing Marginal Distributions over Continuous Markov Networks for Statistical Relational Learning Matthias Br¨ocheler, Lise Getoor University of Maryland, College Park College Park, MD 20742 Add to Reading List Source URL: psl.umiacs.umd.edu Language: English - Date: 2013-06-14 19:26:49 Operations research Summary statistics Statistical models Convex optimization Linear programming Normal distribution Probability distribution Central limit theorem Expected value Random walk Stochastic process Standard deviation
324	1 An isoperimetric inequality for self-intersecting polygons Alan Siegel1 C OURANT I NSTITUTE OF MATHEMATICAL S CIENCES N EW YORK U NIVERSITY Add to Reading List Source URL: www.cs.nyu.edu Language: English - Date: 2001-09-01 12:22:24 Convex geometry Polygons Digital geometry Hermann Minkowski Minkowski addition Variational analysis Simple polygon Convex polygon Circumflex Latin alphabets World glyph set
325	arXiv:1410.7455v8 [cs.NE] 22 Jun 2015 Add to Reading List Source URL: arxiv.org Language: English - Date: 2015-06-23 20:50:51 Stochastic optimization Estimation theory Computational statistics M-estimators Convex optimization Stochastic gradient descent Matrix Fisher information Deep learning Covariance matrix
326	CONCAVITY, INFLECTIONS, CUSPS, TANGENTS, AND ASYMPTOTES MATH 152, SECTION 55 (VIPUL NAIK) Corresponding material in the book: Section 4.6, 4.7. Difficulty level: Moderate to hard. If you have seen these topics in AP Calc Add to Reading List Source URL: files.vipulnaik.com Language: English - Date: 2016-08-13 11:33:29 Differential calculus Mathematical analysis Functions and mappings Smooth functions Convex analysis Inflection point Derivative test Concave function Second derivative Critical point Convex function Derivative
327	1030 IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 52, NO. 3, MARCH 2006 Just Relax: Convex Programming Methods for Identifying Sparse Signals in Noise Add to Reading List Source URL: users.cms.caltech.edu Language: English - Date: 2007-09-11 17:01:58 Linear algebra Convex analysis Mathematical optimization Numerical linear algebra Signal processing Sparse approximation Convex function Norm Vector space Banach space Preconditioner Convex set
328	Adaptive Subgradient Methods Adaptive Subgradient Methods for Online Learning and Stochastic Optimization∗ John Duchi Add to Reading List Source URL: stanford.edu Language: English - Date: 2014-09-05 13:17:02 Convex optimization Mathematical optimization Stochastic optimization Machine learning Gradient descent Subgradient method Stochastic gradient descent Proximal gradient methods for learning Perceptron BroydenFletcherGoldfarbShanno algorithm Online machine learning Loss functions for classification
329	PACORA: Performance Aware Convex Optimization for Resource Allocation Sarah L. Bird, University of California-Berkeley <> Burton J. Smith, Microsoft <> Abstract Resource alloc Add to Reading List Source URL: www.usenix.org Language: English - Date: 2011-04-22 17:11:28 Convex analysis Mathematical optimization Real analysis Convex geometry Convex optimization Convex function Quasiconvex function Convex set Logarithmically convex function ShapleyFolkman lemma
330	51 Documenta Math. Linear Programming Stories Add to Reading List Source URL: documenta.sagemath.org Language: English - Date: 2012-07-25 10:24:41 Operations research Convex optimization Lattice points Combinatorial optimization Computational number theory Ellipsoid method Linear programming Leonid Khachiyan Lattice reduction LenstraLenstraLovsz lattice basis reduction algorithm Mathematical optimization Arjen Lenstra

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