Home > Research > Researchers > James Hensman > Publications

James Hensman

Formerly at Lancaster University

  1. 2019
  2. Published

    Pseudo-extended Markov chain Monte Carlo

    Nemeth, C., Lindsten, F., Filippone, M. & Hensman, J., 8/12/2019, p. 1-11. 11 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paper

  3. 2017
  4. E-pub ahead of print

    A new methodology for automating acoustic emission detection of metallic fatigue fractures in highly demanding aerospace environments: an overview

    Holford, K. M., Eaton, M. J., Hensman, J. J., Pullin, R., Evans, S. L., Dervilis, N. & Worden, K., 6/01/2017, In : Progress in Aerospace Sciences.

    Research output: Contribution to journalJournal article

  5. 2016
  6. Published

    Detecting periodicities with Gaussian processes

    Durrande, N., Hensman, J., Rattray, M. & Lawrence, N. D., 13/04/2016, In : PeerJ Computer Science. 2, 18 p., e50.

    Research output: Contribution to journalJournal article

  7. Published

    On sparse variational methods and the Kullback-Leibler divergence between stochastic processes

    Matthews, A. G. D. G., Hensman, J., Turner, R. & Ghahramani, Z., 2016, In : Journal of Machine Learning Research. 51, p. 231-239 9 p.

    Research output: Contribution to journalJournal article

  8. 2015
  9. Published

    Fast and accurate approximate inference of transcript expression from RNA-seq data

    Hensman, J., Papastamoulis, P., Glaus, P., Honkela, A. & Rattray, M., 15/12/2015, In : Bioinformatics. 31, 24, p. 3881-3889 9 p.

    Research output: Contribution to journalJournal article

  10. Published

    Damage localisation in delaminated composite plates using a Gaussian process approach

    Corrado, N., Gherlone, M., Surace, C., Hensman, J. & Durrande, N., 10/2015, In : Meccanica. 50, 10, p. 2537-2546 10 p.

    Research output: Contribution to journalJournal article

  11. Published

    Hoxa2 selectively enhances meis binding to change a branchial arch ground state

    Amin, S., Donaldson, I. J., Zannino, D. A., Hensman, J., Rattray, M., Losa, M., Spitz, F., Ladam, F., Sagerström, C. & Bobola, N., 9/02/2015, In : Developmental Cell. 32, 3, p. 265-277 13 p.

    Research output: Contribution to journalJournal article

  12. Published

    Fast nonparametric clustering of structured time-series

    Hensman, J., Rattray, M. & Lawrence, N. D., 1/02/2015, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 37, 2, p. 383-393 11 p., 6802369.

    Research output: Contribution to journalJournal article

  13. Published

    Scalable variational Gaussian process classification

    Hensman, J., Matthews, A. G. & Ghahramani, Z., 02/2015, In : Proceedings of Machine Learning Research. 38, p. 351-360 10 p.

    Research output: Contribution to journalJournal article

  14. Published

    MCMC for variationally sparse Gaussian processes

    Hensman, J., De Matthews, A. G., Filippone, M. & Ghahramani, Z., 2015, Advances in Neural Information Processing Systems. Neural information processing systems foundation, Vol. 2015. p. 1648-1656 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

Previous 1 2 3 4 Next

Back to top