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2016 Australian Control Conference, AuCC 2016(1)
2016 IEEE Conference on Control Applications, CCA 2016(1)
IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2019(1)
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Proceedings of the IEEE Conference on Decision and Control(1)
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Tecnología (Ciencias aplicadas)(1)
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Optimización matemática(4)
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scopus(5)
An optimization-based algorithm for model selection using an approximation of Akaike's Information Criterion
Conference ObjectAbstract: In this paper, we consider an optimization approach for model selection using Akaike's Information CPalabras claves:Autores:Carvajal R., Juan C. Agüero, Urrutia G.Fuentes:scopusA 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 novel approach to model error modelling using the expectation- maximization algorithm
Conference ObjectAbstract: In this paper we develop a novel approach to model error modelling. There are natural links to otherPalabras claves:EM algorithm, model error modelling, system identificationAutores:Carvajal R., Delgado R.A., Goodwin G.C., Juan C. AgüeroFuentes:scopusEmpirical Bayes estimation utilizing finite Gaussian Mixture Models
Conference ObjectAbstract: In this paper we develop an identification algorithm to obtain an estimation of the prior distributiPalabras claves:Bayesian inference, Empirical Bayes, ExpectationMaximization, Gaussian Mixture, Prior distributionAutores:Carvajal R., Juan C. Agüero, Orellana R.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