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Convex optimization
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541	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
542	STAT 538 Lecture 7 Convex optimization problems c Marina Meil˘a [removed] Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2015-02-17 17:54:22 Convex optimization Linear programming Duality Graph partition Eigenvalues and eigenvectors Mathematics Algebra Mathematical optimization
543	........................................................................... STAT 538 Final Exam Wednesday March 20, 2013, 4:30-6:20 Student name: .......................................................... Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2015-03-11 22:28:29 Convex analysis Statistical classification Operations research AdaBoost Ensemble learning Convex optimization Support vector machine XTR Function Mathematics Statistics Mathematical optimization
544	STAT 538 Lecture 8 Maximum Entropy Models c Marina Meil˘a Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2015-02-17 20:52:05 Bayesian statistics Kullback–Leibler divergence Thermodynamics Normal distribution Principle of maximum entropy Convex optimization Expectation–maximization algorithm Entropy Maximum entropy probability distribution Statistics Probability and statistics Statistical theory
545	........................................................................... STAT 538 Midterm Exam February 19, 2pm – February 21, 2013, 11:30am • take home exam Add to Reading List Source URL: www.stat.washington.edu Language: English - Date: 2015-03-11 22:28:29 Mathematics Statistical classification Convex analysis Machine learning AdaBoost Convex function Mathematical optimization Linear classifier Boosting Ensemble learning Mathematical analysis Statistics
546	Guidelines for Papers presented for the Add to Reading List Source URL: secure.orsnz.org.nz Language: English - Date: 2010-08-17 18:53:52 Rail transport Convex optimization Railway signalling Duality Linear programming Mathematical optimization Railroad switch Signalling block system Decomposition method Constraint programming Transport Land transport
547	Mathematical Programming manuscript No. (will be inserted by the editor) Pablo A. Parrilo Semidefinite programming relaxations for semialgebraic Add to Reading List Source URL: cba.mit.edu Language: English - Date: 2011-12-13 18:50:13 Mathematical optimization Polynomials Operations research Real algebraic geometry Semidefinite programming Positive-definite matrix Convex optimization Quadratic programming Eigenvalues and eigenvectors Algebra Mathematics Abstract algebra
548	INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING Int. J. Numer. Meth. Engng 2008; 75:899–944 Published online 21 January 2008 in Wiley InterScience (www.interscience.wiley.com). DOI: [removed]nme.2275 Mesh ada Add to Reading List Source URL: raphael.mit.edu Language: English - Date: 2008-09-02 11:34:46 Convex optimization Mathematical optimization Linear algebra Operations research Generalized functions Vector space Duality Second-order cone programming Linear programming Mathematics Algebra Mathematical analysis
549	[removed] ■ Gradient methods for minimizing composite objective function Yu. Nesterov Add to Reading List Source URL: www.uclouvain.be Language: English - Date: 2014-02-10 17:16:30 Convex function Function Convex optimization Mathematical optimization Μ operator Spectral theory of ordinary differential equations Mathematical analysis Mathematics Convex analysis
550	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

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