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   Articles with "generalized dirichlet" as a keyword



Variational-based latent generalized Dirichlet allocation model in the collapsed space and applications

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recommendations! Published in 2019 at "Neurocomputing"

DOI: 10.1016/j.neucom.2018.12.046

Abstract: Abstract In topic modeling framework, many Dirichlet-based models performances have been hindered by the limitations of the conjugate prior. It led to models with more flexible priors, such as the generalized Dirichlet distribution, that tend… read more here.

Keywords: dirichlet; dirichlet allocation; latent generalized; variational based ... See more keywords

Sparse Count Data Clustering Using an Exponential Approximation to Generalized Dirichlet Multinomial Distributions

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recommendations! Published in 2022 at "IEEE Transactions on Neural Networks and Learning Systems"

DOI: 10.1109/tnnls.2020.3027539

Abstract: Clustering frequency vectors is a challenging task on large data sets considering its high dimensionality and sparsity nature. Generalized Dirichlet multinomial (GDM) distribution is a competitive generative model for count data in terms of accuracy,… read more here.

Keywords: generalized dirichlet; count; exponential family; dirichlet multinomial ... See more keywords

On asymptotic properties of the generalized Dirichlet L-functions

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recommendations! Published in 2019 at "International Journal of Number Theory"

DOI: 10.1142/s1793042119500738

Abstract: Let [Formula: see text] be an integer, [Formula: see text] denote a Dirichlet character modulo [Formula: see text], for any real number [Formula: see text], we define the generalized Dirichlet [Formula: see text]-functions [Formula: see… read more here.

Keywords: properties generalized; generalized dirichlet; see text; formula see ... See more keywords

Processing random processes with generalized Dirichlet distribution

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recommendations! Published in 2025 at "Radioengineering"

DOI: 10.18127/j00338486-202508-11

Abstract: The solution of a number of practical problems, such as detection, recognition, etc., involves the use of signal processing procedures invariant with respect to scale parameters. It should be borne in mind that the amplitude… read more here.

Keywords: distribution; random; generalized dirichlet; dirichlet distribution ... See more keywords