Positive-definite matrix

Results: 90



#Item
31Control theory / Lyapunov equation / Positive-definite matrix / Positive semidefinite / Matrix / Mathematical optimization / Linear algebra / Eigenvalues and eigenvectors / Algebra / Mathematics / Operations research

Errata for Learning output kernels with block coordinate descent Differently from what claimed in Lemma 4.1 of [1], the update for L does not preserve symmetry. However, this doesn’t compromise the validity of Algorit

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Source URL: people.tuebingen.mpg.de

Language: English - Date: 2011-07-26 04:13:11
32Kernel principal component analysis / Singular value decomposition / Eigenvalues and eigenvectors / Kernel / Matrix / Positive-definite matrix / Hilbert space / Projection / Linear map / Algebra / Mathematics / Linear algebra

Journal of Machine Learning Research–196 Asian Conference on Machine Learning Learning low-rank output kernels Francesco Dinuzzo

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Source URL: jmlr.csail.mit.edu

Language: English - Date: 2011-11-17 15:04:49
33Operations research / Support vector machine / Mathematics / Positive-definite matrix / Positive-definite kernel / Positive semidefinite / Quadratic programming / Statistics / Statistical classification / Mathematical optimization

A Reformulation of Support Vector Machines for General Confidence Functions Yuhong Guo1 and Dale Schuurmans2 1 Department of Computer & Information Sciences

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Source URL: webdocs.cs.ualberta.ca

Language: English - Date: 2009-08-10 11:58:06
34Abstract algebra / Operator theory / Singular value decomposition / Quantum mechanics / Support vector machine / Eigenvalues and eigenvectors / Positive-definite kernel / Vector space / Matrix / Algebra / Mathematics / Linear algebra

Multi-label Classification with Output Kernels Yuhong Guo 1 1

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Source URL: webdocs.cs.ualberta.ca

Language: English - Date: 2013-07-27 14:40:14
35Information theory / Matrices / Algebra of random variables / Randomness / Covariance and correlation / Multivariate random variable / Matrix / Positive-definite matrix / Hessian matrix / Statistics / Algebra / Mathematics

A multivariate generalization of Costa’s entropy power inequality Miquel Payar´o and Daniel P. Palomar Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology, Clear Water Bay

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Source URL: www.ece.ust.hk

Language: English - Date: 2008-04-28 23:13:38
36Singular value decomposition / Matrices / Mathematics / Trigonometry / Rotation matrix / Linear algebra / Data analysis / Principal component analysis

Chapter 2 lecture questions Q1: “Prove that C is a real, symmetric, positive semi-definite matrix” requires us to prove that for any vector v 6= 0, it follows that vT Cv ≥ 0. Proof: vT Cv = vT E[(y − y)(y − y)T

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Source URL: www.ocgy.ubc.ca

Language: English - Date: 2013-10-04 14:07:27
37Mathematical optimization / Polynomials / Operations research / Real algebraic geometry / Semidefinite programming / Positive-definite matrix / Convex optimization / Quadratic programming / Eigenvalues and eigenvectors / Algebra / Mathematics / Abstract algebra

Mathematical Programming manuscript No. (will be inserted by the editor) Pablo A. Parrilo Semidefinite programming relaxations for semialgebraic

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Source URL: cba.mit.edu

Language: English - Date: 2011-12-13 18:50:13
38Matrices / Matrix theory / Quadratic forms / Real algebraic geometry / Positive-definite matrix / Matrix / Eigenvalues and eigenvectors / Orthogonal matrix / Symmetric matrix / Algebra / Mathematics / Linear algebra

SEC[removed]INTRODUCTION

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Source URL: ocw.mit.edu

Language: English - Date: 2015-03-15 19:07:28
39Matrices / Numerical linear algebra / Matrix theory / Preconditioner / Toeplitz matrix / Conjugate gradient method / Diagonal matrix / Symmetric matrix / Positive-definite matrix / Algebra / Linear algebra / Mathematics

ETNA Electronic Transactions on Numerical Analysis. Volume 11, pp[removed], 2000. Copyright  2000, Kent State University. ISSN[removed].

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Source URL: etna.mcs.kent.edu

Language: English - Date: 2014-02-17 07:12:07
40Matrices / Positive-definite matrix / Inner product space / Group action / Unitary group / Representation theory of finite groups / Algebra / Abstract algebra / Mathematics

1032 IEEE TRANSACTIONS ON AUTOMATIC CONTROL, VOL. 42, NO. 7, JULY[removed]A. R. Teel, R. M. Murray, and G. Walsh, “Nonholonomic control systems: From steering to stabilization with sinusoids,” in Proc. IEEE

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Source URL: doc.utwente.nl

Language: English - Date: 2011-08-28 10:13:26
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