Items where Author is "Hensman, James"

Nemeth, Christopher and Lindsten, Fredrik and Filippone, Maurizio and Hensman, James (2019) Pseudo-extended Markov chain Monte Carlo. In: Thirty-third Conference on Neural Information Processing Systems, 2019-12-08 - 2019-12-14, Vancouver Convention Center.

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

Matthews, Alexander G. de G. and Hensman, James and Turner, Richard and Ghahramani, Zoubin (2016) On sparse variational methods and the Kullback-Leibler divergence between stochastic processes. Journal of Machine Learning Research, 51. pp. 231-239. ISSN 1532-4435

Hensman, James and Papastamoulis, Panagiotis and Glaus, Peter and Honkela, Antti and Rattray, Magnus (2015) Fast and accurate approximate inference of transcript expression from RNA-seq data. Bioinformatics, 31 (24). pp. 3881-3889. ISSN 1367-4803

Corrado, Nicolò and Gherlone, Marco and Surace, Cecilia and Hensman, James and Durrande, Nicolas (2015) Damage localisation in delaminated composite plates using a Gaussian process approach. Meccanica, 50 (10). pp. 2537-2546. ISSN 0025-6455

Amin, Shilu and Donaldson, Ian J. and Zannino, Denise A. and Hensman, James and Rattray, Magnus and Losa, Marta and Spitz, François and Ladam, Franck and Sagerström, Charles and Bobola, Nicoletta (2015) Hoxa2 selectively enhances meis binding to change a branchial arch ground state. Developmental Cell, 32 (3). pp. 265-277. ISSN 1534-5807

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

Hensman, James and Matthews, Alexander G. and Ghahramani, Zoubin (2015) Scalable variational Gaussian process classification. Proceedings of Machine Learning Research, 38. pp. 351-360. ISSN 1938-7228

Hensman, James and De Matthews, Alexander G. and Filippone, Maurizio and Ghahramani, Zoubin (2015) MCMC for variationally sparse Gaussian processes. In: Advances in Neural Information Processing Systems :. Neural information processing systems foundation, CAN, pp. 1648-1656.

Papastamoulis, Panagiotis and Hensman, James and Glaus, Peter and Rattray, Magnus (2014) Improved variational Bayes inference for transcript expression estimation. Statistical Applications in Genetics and Molecular Biology, 13 (2). pp. 203-216. ISSN 2194-6302

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

Gossan, Nicole and Zeef, Leo and Hensman, James and Hughes, Alun and Bateman, John F. and Rowley, Lynn and Little, Christopher B. and Piggins, Hugh D. and Rattray, Magnus and Boot-Handford, Raymond P. and Meng, Qing Jun (2013) The circadian clock in murine chondrocytes regulates genes controlling key aspects of cartilage homeostasis. Arthritis and Rheumatism, 65 (9). pp. 2334-2345. ISSN 0004-3591

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

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

Leeds, John and McAlindon, Mark E. and Grant, Julia and Robson, Helen E. and Morley, Stephen R. and James, Gary and Hoeroldt, Barbara and Kapur, Kapil and Dear, Keith and Hensman, James and Worden, Keith and Sanders, David S. (2011) Albumin level and patient age predict outcomes in patients referred for gastrostomy insertion : internal and external validation of a gastrostomy score and comparison with artificial neural networks. Gastrointestinal Endoscopy, 74 (5). pp. 1033-1039. ISSN 0016-5107

Hensman, James and Worden, Keith and Eaton, Mark and Pullin, Rhys and Holford, Karen and Evans, Sam (2011) Spatial scanning for anomaly detection in acoustic emission testing of an aerospace structure. Mechanical Systems and Signal Processing, 25 (7). pp. 2462-2474. ISSN 0888-3270

Hensman, James and Surace, Cecilia and Gherlone, Marco (2011) Detecting mode-shape discontinuities without differentiation : examining a Gaussian process approach. Journal of Physics: Conference Series, 305 (1): 012001. ISSN 1742-6588

Pierce, S. Gareth and Dobie, Gordon and Summan, Rahul and MacKenzie, Liam and Hensman, James and Worden, Keith and Hayward, Gordon (2010) Positioning challenges in reconfigurable semi-autonomous robotic NDE inspection. In: Proceedings of SPIE - The International Society for Optical Engineering :. UNSPECIFIED, USA. ISBN 9780819480651

Spencer, Andrew and Worden, Keith and Pierce, Gareth and Hensman, James and Chetwynd, Daley and Staszewski, Wieslaw (2008) Force characterisation of a laser impulse using differential evolution with a local interaction simulation algorithm. In: 23rd International Conference on Noise and Vibration Engineering 2008, ISMA 2008 :. Katholieke Universiteit Leuven, BEL, pp. 3355-3368. ISBN 9781615671915