Convex optimization

Results: 1096



#Item
881Mathematical optimization / Statistical classification / Operations research / Model selection / Support vector machines / Kernel methods / Semidefinite programming / Quadratically constrained quadratic program / Feature selection / Statistics / Machine learning / Mathematics

Direct Convex Relaxations of Sparse SVM Antoni B. Chan [removed] Nuno Vasconcelos [removed]

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Source URL: www.machinelearning.org

Language: English - Date: 2008-12-01 11:26:14
882Subgradient method / Belief propagation / Decomposition method / Symbol / Lagrangian relaxation / Lagrangian / Mathematical optimization / Mathematical analysis / Convex optimization

An Augmented Lagrangian Approach to Constrained MAP Inference Andr´ e F. T. Martins†‡ [removed] M´

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Source URL: www.icml-2011.org

Language: English - Date: 2011-06-01 14:49:32
883Mathematics / Linear programming / Convex optimization / Linear programming relaxation / Relaxation / Approximation algorithm / Optimization problem / Duality / Energy minimization / Mathematical optimization / Operations research / Applied mathematics

On Partial Optimality in Multi-label MRFs Pushmeet Kohli1 Alexander Shekhovtsov2 Carsten Rother1 Vladimir Kolmogorov3 Philip Torr4

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Source URL: www.machinelearning.org

Language: English - Date: 2008-05-15 03:02:02
884Matrix theory / Functional analysis / Singular value decomposition / Convex analysis / Convex optimization / Principal component analysis / Eigenvalues and eigenvectors / Differential equation / Projection / Algebra / Linear algebra / Mathematics

Robust learning of low-dimensional dynamics from large neural ensembles David Pfau Eftychios A. Pnevmatikakis

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Source URL: www.stat.columbia.edu

Language: English - Date: 2013-12-04 14:35:43
885Operations research / Convex analysis / Linear programming / Convex optimization / Semidefinite programming / Convex function / Sine / Convex hull / Quadratically constrained quadratic program / Mathematical optimization / Mathematics / Mathematical analysis

Footstep Planning on Uneven Terrain with Mixed-Integer Convex Optimization Robin Deits1 and Russ Tedrake2 Abstract— We present a new method for planning footstep placements for a robot walking on uneven terrain with ob

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Source URL: groups.csail.mit.edu

Language: English - Date: 2014-07-22 11:56:18
886Operations research / Convex optimization / Regression analysis / Least squares / Subgradient method / Gradient method / Linear programming / Matrix / Derivative / Numerical analysis / Mathematics / Mathematical optimization

An Accelerated Gradient Method for Trace Norm Minimization Shuiwang Ji [removed] Jieping Ye [removed] Department of Computer Science and Engineering, Arizona State University, Tempe, AZ 85287, USA

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Source URL: www.machinelearning.org

Language: English - Date: 2009-05-18 12:17:29
887Group theory / Linear algebra / Convex analysis / Convex optimization / Mathematical optimization / Vector space / Spectral theory of ordinary differential equations / Spectral theory of compact operators / Algebra / Mathematics / Spectral theory

Efficient Euclidean Projections in Linear Time Jun Liu J . LIU @ ASU . EDU Jieping Ye JIEPING . YE @ ASU . EDU

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Source URL: www.machinelearning.org

Language: English - Date: 2009-05-18 12:17:15
888Expectation–maximization algorithm / Unsupervised learning / Convex optimization / Linear programming / Normal distribution / Support vector machine / Statistics / Mathematical optimization / Delayed column-generation

A Decoupled Approach to Exemplar-based Unsupervised Learning Sebastian Nowozin [removed] Max Planck Institute for Biological Cybernetics, Spemannstrasse 38, 72076 T¨ ubingen, Germany G¨

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Source URL: www.machinelearning.org

Language: English - Date: 2008-05-22 03:57:04
889Convex analysis / Operations research / Convex optimization / Linear algebra / Interior point method / Penalty method / Optimization problem / Convex function / Vector space / Mathematical optimization / Mathematics / Algebra

Board of Governors of the Federal Reserve System International Finance Discussion Papers Number 728 June 2002

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Source URL: www.federalreserve.gov

Language: English - Date: 2002-06-21 12:42:19
890Economics / Mathematical analysis / Linear programming / Equations / Preference / Duality / Utility / Dynamic programming / Mathematical optimization / Operations research / Convex optimization

Convex Duality in Singular Control – Optimal Consumption Choice with Intertemporal Substitution and Optimal Investment in Incomplete Markets Helena Kauppila

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Source URL: www.math.columbia.edu

Language: English - Date: 2009-11-12 23:48:57
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