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1. Valera, Isabel; Ruiz, Francisco J R; Perez-Cruz, Fernando: Infinite Factorial Unbounded-State Hidden Markov Model. In: IEEE transactions on pattern analysis and machine intelligence, 38 (9), pp. 1816 – 1828, 2016, ISSN: 1939-3539. (Type: Journal Article | Abstract | Links | BibTeX)
2. Valera, Isabel; Ruiz, Francisco J R; Perez-Cruz, Fernando: Infinite Factorial Unbounded-State Hidden Markov Model. In: IEEE transactions on pattern analysis and machine intelligence, To appear (99), pp. 1, 2016, ISSN: 1939-3539. (Type: Journal Article | Abstract | Links | BibTeX)
3. Valera, Isabel; Ruiz, Francisco J R; Svensson, Lennart; Perez-Cruz, Fernando: Infinite Factorial Dynamical Model. In: Advances in Neural Information Processing Systems, pp. 1657–1665, Montreal, 2015. (Type: Inproceedings | Abstract | Links | BibTeX)
4. Ruiz, Francisco J R; Perez-Cruz, Fernando: A Generative Model for Predicting Outcomes in College Basketball. In: Journal of Quantitative Analysis in Sports, 11 (1 Special Issue), pp. 39–52, 2015, ISSN: 1559-0410. (Type: Journal Article | Abstract | Links | BibTeX)
5. Ruiz, Francisco J R; Perez-Cruz, Fernando: A Generative Model for Predicting Outcomes in College Basketball. In: Journal of Quantitative Analysis in Sports, 11 (1 Special Issue), pp. 39–52, 2015, ISSN: 1559-0410. (Type: Journal Article | Abstract | Links | BibTeX)

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2016

Journal Articles

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

Infinite Factorial Unbounded-State Hidden Markov Model Journal Article

IEEE transactions on pattern analysis and machine intelligence, 38 (9), pp. 1816 – 1828, 2016, ISSN: 1939-3539.

Abstract | Links | BibTeX | Tags: 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 Journal Article

IEEE transactions on pattern analysis and machine intelligence, To appear (99), pp. 1, 2016, ISSN: 1939-3539.

Abstract | Links | BibTeX | Tags: 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

Journal Articles

Ruiz, Francisco J R; Perez-Cruz, Fernando

A Generative Model for Predicting Outcomes in College Basketball Journal Article

Journal of Quantitative Analysis in Sports, 11 (1 Special Issue), pp. 39–52, 2015, ISSN: 1559-0410.

Abstract | Links | BibTeX | Tags: 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 Journal Article

Journal of Quantitative Analysis in Sports, 11 (1 Special Issue), pp. 39–52, 2015, ISSN: 1559-0410.

Abstract | Links | BibTeX | Tags: CASI CAM CM, GAMMA-L+ UC3M, NCAA tournament, Poisson factorization, Probabilistic modeling, variational inference

Inproceedings

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

Infinite Factorial Dynamical Model Inproceedings

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

Abstract | Links | BibTeX | Tags: CASI CAM CM, GAMMA-L+ UC3M