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Convex optimization
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71	Journal of Machine Learning ResearchSubmitted 8/13; PublishedPyStruct - Learning Structured Prediction in Python Andreas C. M¨ Add to Reading List Source URL: amueller.github.io Language: English - Date: 2016-08-04 15:59:56 Machine learning Learning Artificial intelligence Structured prediction Graphical models Statistical classification Conditional random field Support vector machine Multi-label classification Gradient descent Convex optimization Mathematical optimization
72	REVIEW SHEET FOR FINAL: BASIC MATH 195, SECTION 59 (VIPUL NAIK) The document does not include material that was part of the midterm 1 and midterm 2 review sessions. Please also bring copies of these review sheets to the Add to Reading List Source URL: files.vipulnaik.com Language: English - Date: 2016-08-13 11:33:29 Mathematical analysis Mathematics Analysis Multivariable calculus Differential calculus Mathematical optimization Convex analysis Singularity theory Quasiconvex function Derivative test Critical point Maxima and minima
73	MAXIMUM AND MINIMUM VALUES: EXAMPLES MATH 195, SECTION 59 (VIPUL NAIK) What students should hopefully get: The description of critical points, local extreme values, and absolute extreme values for additively separable fu Add to Reading List Source URL: files.vipulnaik.com Language: English - Date: 2016-08-13 11:33:29 Mathematical analysis Mathematics Analysis Multivariable calculus Differential calculus Mathematical optimization Convex analysis Quasiconvex function Convex function Derivative test Critical point Maxima and minima
74	PRACTICAL EXPERIENCE WITH A MAP LABEL PLACEMENT PROGRAM Steven Zoraster Stephen Bayer ZYCOR, Inc. 220 Foremost Austin, Texas 78745 Add to Reading List Source URL: mapcontext.com Language: English - Date: 2008-08-30 00:28:38 Mathematical optimization Operations research Mathematics Numerical analysis Combinatorial optimization Linear programming Convex optimization Automatic label placement Algorithm Integer programming Relaxation AMPL
75	CS261: Exercise Set #5 For the week of February 1–5, 2016 Instructions: (1) Do not turn anything in. (2) The course staff is happy to discuss the solutions of these exercises with you in office hours or on Piazza. Add to Reading List Source URL: theory.stanford.edu Language: English - Date: 2016-02-06 20:00:38 Mathematical optimization Convex optimization Operations research Mathematical analysis Linear programming Ellipsoid method Relaxation Duality
76	LNAICatenary Support Vector Machines Add to Reading List Source URL: rlair.cs.ucr.edu Language: English - Date: 2011-01-19 19:25:43 Statistical classification Mathematical analysis Analysis Mathematics Ensemble learning Mathematical optimization Linear algebra Convex analysis Support vector machine Linear classifier Norm AdaBoost
77	Scaling MPE Inference for Constrained Continuous Markov Random Fields with Consensus Optimization: Supplementary Material A Add to Reading List Source URL: psl.umiacs.umd.edu Language: English - Date: 2013-06-14 19:26:47 Mathematical optimization Mathematical analysis Numerical analysis Second-order cone programming Slack variable Interior point method Constraint Duality Convex cone
78	Large-margin Structured Learning for Link Ranking Stephen H. Bach Bert Huang Lise Getoor Department of Computer Science University of Maryland College Park, MD 20742 Add to Reading List Source URL: stephenbach.net Language: English - Date: 2013-11-15 12:01:19 Machine learning Statistics Learning Regression analysis Structured prediction Support vector machines Statistical classification Ordinal regression Loss function Mathematical optimization Convex optimization Loss functions for classification
79	95 Documenta Math. ¨ wner–John Ellipsoids Lo Add to Reading List Source URL: documenta.sagemath.org Language: English - Date: 2012-07-25 10:24:47 Geometry Mathematics Mathematical optimization Convex analysis Convex optimization Operations research Convex geometry Geometric shapes Ellipsoid John ellipsoid Convex body Linear programming
80	From Convex Optimization to Randomized Mechanisms: Toward Optimal Combinatorial Auctions∗ Shaddin Dughmi† Tim Roughgarden‡ Add to Reading List Source URL: www.qiqiyan.com.s3-website-us-east-1.amazonaws.com Language: English - Date: 2012-07-04 18:28:36 Mathematical optimization Mathematics Operations research Linear programming Convex optimization Combinatorial optimization Computational complexity theory Submodular set function Randomized rounding Optimization problem Matroid Ellipsoid method

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