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Redundancies in Positive-Semidefinite Quadratic Programming

Journal of Optimization Theory and Applications, 2003
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Positive Semidefinite Matrices

1999
This chapter studies the positive semidefinite matrices, concentrating primarily on the inequalities of this type of matrix. The main goal is to present the fundamental results and show some often-used techniques. Section 7.1 gives the basic properties, Section 7.2 treats the L¨owner partial ordering of positive semidefinite matrices, and Section 7.3 ...
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Estimation of Positive Semidefinite Correlation Matrices by Using Convex Quadratic Semidefinite Programming

Neural Computation, 2009
The correlation matrix is a fundamental statistic that used in many fields. For example, GroupLens, a collaborative filtering system, uses the correlation between users for predictive purposes. Since the correlation is a natural similarity measure between users, the correlation matrix may be used as the Gram matrix in kernel methods.
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Transformation of non positive semidefinite correlation matrices

Communications in Statistics - Theory and Methods, 1993
In multivariate statistics, estimation of the covariance or correlation matrix is of crucial importance. Computational and other arguments often lead to the use of coordinate-dependent estimators, yielding matrices that are symmetric but not positive semidefinite.
Rousseeuw, Peter, Molenberghs, Geert
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Toeplitz determinants and positive semidefiniteness

IEEE Transactions on Signal Processing, 1991
The role that the determinants of real, symmetric, Toeplitz matrices play in testing for their positive semidefiniteness is discussed. It is shown that the leading principal minor test is not sufficient in general to test for the positive semidifiniteness of Toepliz matrices, except in certain cases.
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Positive Semidefinite Maps on $$*$$-Semigroupoids and Linearisations

Integral Equations and Operator Theory
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Aurelian Gheondea, Bogdan Udrea
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Evolving standards of care and new challenges in the management of HER2‐positive breast cancer

Ca-A Cancer Journal for Clinicians, 2020
Grace M Choong   +2 more
exaly  

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