Edinburgh Research Explorer

Christopher Williams

(Former employee or visitor)

  1. 2015
  2. A Case Study in Capacity Planning for PEPA Models with the PEPA Eclipse Plug-in

    Williams, C. D. & Clark, A., Nov 2015, In : Electronic Notes in Theoretical Computer Science. 318, p. 69-89 21 p.

    Research output: Contribution to journalArticle

  3. 2014
  4. Automated Capacity Planning for PEPA Models

    Williams, C. D. & Hillston, J., 11 Sep 2014, Computer Performance Engineering: 11th European Workshop, EPEW 2014, Florence, Italy, September 11-12, 2014. Proceedings. Springer International Publishing, Vol. 8721. p. 209-223 15 p. (Lecture Notes in Computer Science).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  5. 2007
  6. Kernel multi-task learning using task-specific features

    Bonilla, E. V., Agakov, F. V. & Williams, C. K. I., 2007, Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS 2007). Meila, M. & Shen, X. (eds.). Journal of Machine Learning Research: Workshop and Conference Proceedings, Vol. 2. p. 43-50 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  7. 2006
  8. 2005
  9. On the eigenspectrum of the Gram matrix and the generalization error of kernel-PCA

    Shawe-Taylor, J., Williams, C. KI., Cristianini, N. & Kandola, J., 2005, In : IEEE Transactions on Information Theory. 51, 7, p. 2510-2522 13 p.

    Research output: Contribution to journalArticle

  10. Understanding gaussian process regression using the equivalent kernel

    Sollich, P. & Williams, C. KI., 2005, Deterministic and statistical methods in machine learning. Springer-Verlag, p. 211-228 18 p. (Lecture Notes in Computer Science; vol. 3635).

    Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

  11. Unsupervised learning of multiple aspects of moving objects from video

    Titsias, M. K. & Williams, C. KI., 2005, Advances in Informatics: 10th Panhellenic Conference on Informatics, PCI 2005, Volas, Greece, November 11-13, 2005. Proceedings. Springer, p. 746-756 11 p. (Lecture Notes in Computer Science; vol. 3746).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  12. 2004
  13. Fast unsupervised greedy learning of multiple objects and parts from video

    Titsias, M. K. & Williams, C. K. I., 2004, Computer Vision and Pattern Recognition Workshop, 2004. CVPRW'04. Conference on. Institute of Electrical and Electronics Engineers (IEEE), p. 179-179 1 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  14. Using the equivalent kernel to understand Gaussian process regression

    Sollich, P. & Williams, C. K. I., 2004, Advances in Neural Information Processing Systems 17 (NIPS 2004). p. 1313-1320 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  15. 2003
  16. Extreme components analysis

    Welling, M., Williams, C. & Agakov, F. V., 2003, Advances in Neural Information Processing Systems 16 (NIPS 2003). p. None 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

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