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Number of items: 10.

Article

Särkkä, S., Álvarez, M.A. and Lawrence, N.D. orcid.org/0000-0001-9258-1030 (2018) Gaussian process latent force models for learning and stochastic control of physical systems. IEEE Transactions on Automatic Control. ISSN 0018-9286

López-Lopera, A.F. and Álvarez, M.A. orcid.org/0000-0002-8980-4472 (2017) Switched latent force models for reverse-engineering transcriptional regulation in gene expression data. IEEE/ACM Transactions on Computational Biology and Bioinformatics. ISSN 1545-5963

Valencia, E.A. and Álvarez, M.A. orcid.org/0000-0002-8980-4472 (2017) Short-term time series prediction using Hilbert space embeddings of autoregressive processes. Neurocomputing. ISSN 0925-2312

Vargas Cardona, H.D., Álvarez, M.A. orcid.org/0000-0002-8980-4472 and Orozco, Á.A. (2017) Multi-task learning for subthalamic nucleus identification in deep brain stimulation. International Journal of Machine Learning and Cybernetics. ISSN 1868-8071

Alvarado, P.A., Torres-Valencia, C.A., Orozco-Gutiérrez, Á. et al. (3 more authors) (2016) Modeling and behavior of the simulation of electric propagation during deep brain stimulation. DYNA (Colombia), 83 (198). pp. 49-58. ISSN 0012-7353

Proceedings Paper

Moreno-Muñoz, P., Artés-Rodríguez, A. and Álvarez, M.A. (2018) Heterogeneous multi-output Gaussian process prediction. In: Bengio, S., Wallach, H., Larochelle, H., Grauman, K., Cesa-Bianchi, N. and Garnett, R., (eds.) Advances in Neural Information Processing Systems (NIPS 2018). Annual Conference on Neural Information Processing Systems 2018 (NeurIPS 2018), 02-08 Dec 2018, Montréal, Canada. Neural Information Processing Systems Foundation , pp. 6712-6721.

García, H.F., Álvarez, M.A. orcid.org/0000-0002-8980-4472 and Orozco, Á.A. (2017) Bayesian optimization for fitting 3D morphable models of brain structures. In: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. CIARP 2016. 21st Iberoamerican Congress, CIARP 2016, 08/11/2016-11/11/2016, Lima, Peru. Lecture Notes in Computer Science, 10125 . Springer Verlag , pp. 291-299. ISBN 9783319522760

Agudelo-España, D., Álvarez, M.A. orcid.org/0000-0002-8980-4472 and Orozco, Á.A. (2017) Definition and composition of motor primitives using latent force models and hidden Markov models. In: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. CIARP 2016. Iberoamerican Congress on Pattern Recognition, 08/11/2016-11/11/2016, Lima, Peru. Lecture Notes in Computer Science, 10125 . Springer Verlag , pp. 249-256. ISBN 9783319522760

Gómez-González, S., Álvarez, M.A. orcid.org/0000-0002-8980-4472, García, H.F. et al. (2 more authors) (2015) Discriminative training for Convolved Multiple-Output Gaussian processes. In: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. 20th Iberoamerican Congress, CIARP 2015, November 9-12, 2015, Montevideo, Uruguay. Lecture Notes in Computer Science book series (9423). , pp. 595-602. ISBN 978-3-319-25750-1

Zuluaga, C.D., Valencia, E.A., Álvarez, M.A. orcid.org/0000-0002-8980-4472 et al. (1 more author) (2015) A Parzen-based distance between probability measures as an alternative of summary statistics in Approximate Bayesian Computation. In: Image Analysis and Processing — ICIAP 2015. 18th International Conference, September 7-11, 2015, Genoa, Italy. Lecture Notes in Computer Science (9279). Springer , pp. 50-61. ISBN 978-3-319-23230-0

This list was generated on Sun Jul 21 13:12:17 2019 BST.