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2016 IEEE Conference on Control Applications, CCA 2016(1)
IEEE International Workshop on Machine Learning for Signal Processing, MLSP(1)
PLoS ONE(1)
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Programación informática, programas, datos, seguridad(2)
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Análisis de datos(1)
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scopus(3)
A data augmentation approach for a class of statistical inference problems
ArticleAbstract: We present an algorithm for a class of statistical inference problems. The main idea is to reformulaPalabras claves:Autores:Carvajal R., Escarate P., Juan C. Agüero, Katselis D., Orellana R.Fuentes:scopusA map approach for ℓ<inf>q</inf>-norm regularized sparse parameter estimation using the em algorithm
Conference ObjectAbstract: In this paper, Bayesian parameter estimation through the consideration of the Maximum A Posteriori (Palabras claves:convergence, maximum likelihood estimation, Optimization, Parameter estimation, Probability density function, Signal processing algorithmsAutores:Carvajal R., Godoy B.I., Juan C. Agüero, Katselis D.Fuentes:scopusSparse Logistic Regression utilizing Cardinality Constraints and Information Criteria
Conference ObjectAbstract: In this paper we address the problem of estimating a sparse parameter vector that defines a logisticPalabras claves:Autores:Carvajal R., Delgado R.A., Juan C. Agüero, Katselis D., Urrutia G.Fuentes:scopus