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Several approaches to group basis representation are addressed.
The Student t distribution for mixture weights was introduced to achieve sparse basis representation.
The group sparsity was further extended to structural sparsity for dictionary learning and basis representation.
Bayesian sparse learning was only developed for single-sample basis representation.
Bayesian learning was incorporated into group basis representation with model regularization.
In the next section, the related studies on NMF and group basis representation are surveyed.
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A first symbolic approach consists in the use of Gröbner basis representations, which allows us to compute all the (finitely many) solutions.
Recent studies have addressed the multifractal property of turbulence in wind with wavelet-basis representations of the log-Normal or log-Poisson models.
New basis (intermediate representation or singular value decomposition representation) for the single-particle and two-particle Green's functions is introduced.
After some humming and haaing he concedes that tax is not the only basis for representation: ethnicity and national affiliation matter too.
He argued in favour of dividing society into classes as a basis for representation and also postulated high property qualifications for holding office.
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