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2016

Valera, Isabel; Ruiz, Francisco J R; Perez-Cruz, Fernando

Infinite Factorial Unbounded-State Hidden Markov Model Artículo de revista

En: IEEE transactions on pattern analysis and machine intelligence, vol. 38, no. 9, pp. 1816 – 1828, 2016, ISSN: 1939-3539.

Resumen | Enlaces | BibTeX | Etiquetas: Bayes methods, Bayesian nonparametrics, CASI CAM CM, Computational modeling, GAMMA-L+ UC3M, Gibbs sampling, Hidden Markov models, Inference algorithms, Journal, Markov processes, Probability distribution, reversible jump Markov chain Monte Carlo, slice sampling, Time series, variational inference, Yttrium

Valera, Isabel; Ruiz, Francisco J R; Perez-Cruz, Fernando

Infinite Factorial Unbounded-State Hidden Markov Model Artículo de revista

En: IEEE transactions on pattern analysis and machine intelligence, vol. To appear, no. 99, pp. 1, 2016, ISSN: 1939-3539.

Resumen | Enlaces | BibTeX | Etiquetas: Bayes methods, Bayesian nonparametrics, CASI CAM CM, Computational modeling, GAMMA-L+ UC3M, Gibbs sampling, Hidden Markov models, Inference algorithms, Markov processes, Probability distribution, reversible jump Markov chain Monte Carlo, slice sampling, Time series, variational inference, Yttrium

2015

Valera, Isabel; Ruiz, Francisco J R; Svensson, Lennart; Perez-Cruz, Fernando

Infinite Factorial Dynamical Model Artículo en actas

En: Advances in Neural Information Processing Systems, pp. 1657–1665, Montreal, 2015.

Resumen | Enlaces | BibTeX | Etiquetas: CASI CAM CM, GAMMA-L+ UC3M

Ruiz, Francisco J R; Perez-Cruz, Fernando

A Generative Model for Predicting Outcomes in College Basketball Artículo de revista

En: Journal of Quantitative Analysis in Sports, vol. 11, no. 1 Special Issue, pp. 39–52, 2015, ISSN: 1559-0410.

Resumen | Enlaces | BibTeX | Etiquetas: CASI CAM CM, GAMMA-L+ UC3M, Journal, NCAA tournament, Poisson factorization, Probabilistic modeling, variational inference

Ruiz, Francisco J R; Perez-Cruz, Fernando

A Generative Model for Predicting Outcomes in College Basketball Artículo de revista

En: Journal of Quantitative Analysis in Sports, vol. 11, no. 1 Special Issue, pp. 39–52, 2015, ISSN: 1559-0410.

Resumen | Enlaces | BibTeX | Etiquetas: CASI CAM CM, GAMMA-L+ UC3M, NCAA tournament, Poisson factorization, Probabilistic modeling, variational inference