Convex analysis

Results: 1100



#Item
31Probability distributions / Mathematical analysis / Spectral theory / Statistics / Lie algebras / Lie groups / Probability

Fast Convex Decomposition for Truthful Social Welfare Approximation Dennis Kraft, Salman Fadaei, and Martin Bichler Department of Informatics, TU M¨ unchen, Munich, Germany , .d

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Source URL: dss.in.tum.de

Language: English - Date: 2015-07-06 06:27:10
32Mathematical optimization / Convex optimization / Operations research / Mathematical analysis / Linear programming / Ellipsoid method / Relaxation / Duality

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.

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Source URL: theory.stanford.edu

Language: English - Date: 2016-02-06 20:00:38
33Mathematical analysis / Convex analysis / Mathematics / Geometry / Convex function / Differential geometry of surfaces / Ricci flow / Convex set / Legendre transformation / Flow / Height

Annals of Mathematics), 1185–1239 doi: annalsConvex solutions to the mean curvature flow By Xu-Jia Wang

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Source URL: maths-people.anu.edu.au

Language: English - Date: 2013-04-12 02:02:20
34Statistical classification / Mathematical analysis / Analysis / Mathematics / Ensemble learning / Mathematical optimization / Linear algebra / Convex analysis / Support vector machine / Linear classifier / Norm / AdaBoost

LNAICatenary Support Vector Machines

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Source URL: rlair.cs.ucr.edu

Language: English - Date: 2011-01-19 19:25:43
35Mathematical optimization / Mathematical analysis / Numerical analysis / Second-order cone programming / Slack variable / Interior point method / Constraint / Duality / Convex cone

Scaling MPE Inference for Constrained Continuous Markov Random Fields with Consensus Optimization: Supplementary Material A

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Source URL: psl.umiacs.umd.edu

Language: English - Date: 2013-06-14 19:26:47
36Machine learning / Statistics / Learning / Regression analysis / Structured prediction / Support vector machines / Statistical classification / Ordinal regression / Loss function / Mathematical optimization / Convex optimization / Loss functions for classification

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

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Source URL: stephenbach.net

Language: English - Date: 2013-11-15 12:01:19
37Geometry / Mathematics / Mathematical optimization / Convex analysis / Convex optimization / Operations research / Convex geometry / Geometric shapes / Ellipsoid / John ellipsoid / Convex body / Linear programming

95 Documenta Math. ¨ wner–John Ellipsoids Lo

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Source URL: documenta.sagemath.org

Language: English - Date: 2012-07-25 10:24:47
38Mathematical analysis / Stochastic processes / Mathematical optimization / Operations research / Random walk / Convex function / XK / Analysis

CGL Workshop 2013 – Athens Optimization and Learning with Random Pursuit Sebastian U. Stich joint work with Christian L. M¨

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Source URL: sstich.ch

Language: English - Date: 2013-10-07 05:25:18
39Mathematical analysis / Numerical analysis / Mathematics / Differential calculus / Rates / Vector calculus / Convex analysis / Gradient descent / Convex optimization / Mathematical optimization / Derivative / Normal

CS168: The Modern Algorithmic Toolbox Lecture #5: Gradient Descent Basics Tim Roughgarden & Gregory Valiant∗ April 11,

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Source URL: theory.stanford.edu

Language: English - Date: 2016-06-04 09:49:43
40Mathematics / Numerical analysis / Algebra / Linear algebra / Convex optimization / Operations research / Computational statistics / Mathematical optimization / K-SVD / Sparse approximation / Deep learning / Stochastic gradient descent

Simple, Efficient, and Neural Algorithms for Sparse Coding Sanjeev Arora∗ Princeton University, Computer Science Department

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Source URL: jmlr.org

Language: English - Date: 2015-07-20 20:08:35
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