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02/08/2022
Unsupervised Bayesian classification for models with scalar and functional covariates
We consider unsupervised classification by means of a latent multinomial...
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01/14/2022
k-parametric Dynamic Generalized Linear Models: a sequential approach via Information Geometry
Dynamic generalized linear models may be seen simultaneously as an exten...
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04/07/2021
Dynamic Weights in Gaussian Mixture Models: A Bayesian Approach
In this paper we consider a Gaussian mixture model where the mixture wei...
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02/26/2021
Variational Full Bayes Lasso: Knots Selection in Regression Splines
We develop a fully automatic Bayesian Lasso via variational inference. T...
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04/25/2019