Convex analysis

Results: 1100



#Item
701Mathematics / Convex body / Support function / Mathematical analysis / Convex analysis / Convex function

Armenian Journal of Mathematics Volume 5, Number 1, 2013, 69–74 A representation for convex bodies R. H. Aramyan* * Russian-Armenian State University;

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Source URL: ajm.asj-oa.am

Language: English - Date: 2013-08-02 03:18:39
702Mathematical analysis / Applied mathematics / Convex optimization / Linear programming / Dynamical system / Maximum flow problem / Flow network / Distribution / Mathematics / Operations research / Network flow

Calendaring for Wide Area Networks Srikanth Kandula Ishai Menache Roy Schwartz Spandana Raj Babbula Microsoft Abstract– Datacenter WAN traffic consists of high priority transfers that have to be carried as soon as they

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Source URL: research.microsoft.com

Language: English - Date: 2014-06-24 14:48:12
703Convex analysis / Subgradient method / Convex optimization / Lipschitz continuity / Subderivative / Convex function / Gradient descent / Continuous function / Vector space / Mathematical analysis / Mathematical optimization / Mathematics

Journal of Machine Learning Research[removed]) ??-?? Submitted[removed]; Revised[removed]; Published[removed]Efficient Online and Batch Learning using Forward Backward Splitting

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Source URL: www.cs.berkeley.edu

Language: English - Date: 2009-12-18 19:57:35
704Physics / Mathematics / Reproducing kernel Hilbert space / Positive-definite kernel / Fourier series / Kernel / Hilbert transform / Positive-definite function on a group / Operator theory / Hilbert space / Mathematical analysis

Journal of Machine Learning Research[removed]427 Submitted 8/10; Revised 12/11; Published 2/12 Minimax-Optimal Rates For Sparse Additive Models Over Kernel Classes Via Convex Programming

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Source URL: www.eecs.berkeley.edu

Language: English - Date: 2012-03-03 12:39:19
705Matrix theory / Singular value decomposition / Numerical linear algebra / Sparse matrices / Matrix / Principal component analysis / Rank / Sparse matrix / Singular value / Algebra / Linear algebra / Mathematics

Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions

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Source URL: www.eecs.berkeley.edu

Language: English - Date: 2012-07-23 13:01:17
706Singular value decomposition / Matrix theory / Trace / Rank / Matrix / Singular value / Principal component analysis / Algebra / Linear algebra / Mathematics

Noisy Matrix Decomposition via Convex Relaxation: Optimal Rates in High Dimensions

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Source URL: www.eecs.berkeley.edu

Language: English - Date: 2011-05-19 22:36:56
707Operations research / Convex optimization / Convex analysis / Bregman divergence / Linear programming relaxation / Randomized rounding / Relaxation / Convex function / Duality / Mathematical optimization / Mathematics / Linear programming

Journal of Machine Learning Research[removed]1080 Submitted 10/08; Revised 12/09; Published 3/10 Message-passing for Graph-structured Linear Programs: Proximal Methods and Rounding Schemes

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Source URL: www.eecs.berkeley.edu

Language: English - Date: 2010-04-09 15:03:36
708Convex analysis / Stochastic optimization / Convex function / Mathematical optimization / Lipschitz continuity / Normal distribution / Lp space / Gradient descent / Stochastic gradient descent / Mathematical analysis / Mathematics / Fourier analysis

c 2012 Society for Industrial and Applied Mathematics  SIAM J. OPTIM. Vol. 22, No. 2, pp. 674–701

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Source URL: www.eecs.berkeley.edu

Language: English - Date: 2012-07-22 18:55:21
709Convex analysis / Operations research / Convex optimization / Convex function / Lipschitz continuity / Computational complexity theory / Oracle machine / Stochastic gradient descent / PP / Mathematical optimization / Mathematical analysis / Mathematics

IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 58, NO. 5, MAY[removed]Information-Theoretic Lower Bounds on the Oracle Complexity of Stochastic Convex Optimization

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Source URL: www.eecs.berkeley.edu

Language: English - Date: 2012-05-10 11:53:02
710Convex optimization / Mathematical optimization / Subgradient method / Random walk / Topology / Planar graph / Algorithm / Expander graph / Linear programming / Graph theory / Mathematics / Operations research

592 IEEE TRANSACTIONS ON AUTOMATIC CONTROL, VOL. 57, NO. 3, MARCH 2012 Dual Averaging for Distributed Optimization: Convergence Analysis and Network Scaling

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Source URL: www.eecs.berkeley.edu

Language: English - Date: 2012-03-03 13:55:50
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