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Convex analysis
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#	Item
31	Fast Convex Decomposition for Truthful Social Welfare Approximation Dennis Kraft, Salman Fadaei, and Martin Bichler Department of Informatics, TU M¨ unchen, Munich, Germany , .d Add to Reading List Source URL: dss.in.tum.de Language: English - Date: 2015-07-06 06:27:10 Probability distributions Mathematical analysis Spectral theory Statistics Lie algebras Lie groups Probability
32	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
33	Annals of Mathematics), 1185–1239 doi: annalsConvex solutions to the mean curvature flow By Xu-Jia Wang Add to Reading List Source URL: maths-people.anu.edu.au Language: English - Date: 2013-04-12 02:02:20 Mathematical analysis Convex analysis Mathematics Geometry Convex function Differential geometry of surfaces Ricci flow Convex set Legendre transformation Flow Height
34	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
35	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
36	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
37	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
38	CGL Workshop 2013 – Athens Optimization and Learning with Random Pursuit Sebastian U. Stich joint work with Christian L. M¨ Add to Reading List Source URL: sstich.ch Language: English - Date: 2013-10-07 05:25:18 Mathematical analysis Stochastic processes Mathematical optimization Operations research Random walk Convex function XK Analysis
39	CS168: The Modern Algorithmic Toolbox Lecture #5: Gradient Descent Basics Tim Roughgarden & Gregory Valiant∗ April 11, Add to Reading List Source URL: theory.stanford.edu Language: English - Date: 2016-06-04 09:49:43 Mathematical analysis Numerical analysis Mathematics Differential calculus Rates Vector calculus Convex analysis Gradient descent Convex optimization Mathematical optimization Derivative Normal
40	Simple, Efficient, and Neural Algorithms for Sparse Coding Sanjeev Arora∗ Princeton University, Computer Science Department Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-07-20 20:08:35 Mathematics Numerical analysis Algebra Linear algebra Convex optimization Operations research Computational statistics Mathematical optimization K-SVD Sparse approximation Deep learning Stochastic gradient descent