Items where Author is "Lawrence, Neil D."

Journal Article

Durrande, Nicolas and Hensman, James and Rattray, Magnus and Lawrence, Neil D. (2016) Detecting periodicities with Gaussian processes. PeerJ Computer Science, 2: e50.

Hensman, James and Rattray, Magnus and Lawrence, Neil D. (2015) Fast nonparametric clustering of structured time-series. IEEE Transactions on Pattern Analysis and Machine Intelligence, 37 (2): 6802369. pp. 383-393. ISSN 0162-8828

Andrade-Pacheco, Ricardo and Hensman, James and Zwießele, Max and Lawrence, Neil D. (2014) Hybrid discriminative-generative approach with Gaussian processes. Proceedings of Machine Learning Research, 33. pp. 47-56. ISSN 1938-7228

Hensman, James and Zwießele, Max and Lawrence, Neil D. (2014) Tilted variational bayes. Proceedings of Machine Learning Research, 33. pp. 356-364. ISSN 1938-7228

Hensman, James and Lawrence, Neil D. and Rattray, Magnus (2013) Hierarchical Bayesian modelling of gene expression time series across irregularly sampled replicates and clusters. BMC Bioinformatics, 14 (1): 252. ISSN 1471-2105

Contribution in Book/Report/Proceedings

Hensman, James and Fusi, Nicolò and Lawrence, Neil D. (2013) Gaussian processes for big data. In: Uncertainty in Artificial Intelligence - Proceedings of the 29th Conference, UAI 2013 :. UNSPECIFIED, USA, pp. 282-290.

Hensman, James and Rattray, Magnus and Lawrence, Neil D. (2012) Fast variational inference in the conjugate exponential family. In: Advances in Neural Information Processing Systems :. UNSPECIFIED, USA, pp. 2888-2896. ISBN 9781627480031