Edinburgh Research Explorer

Institute for Adaptive and Neural Computation

Organisational unit: Research Institute

  1. Conference contribution › Research
  2. Nested sampling for Potts models

    Murray, I., MacKay, D. J. C., Ghahramani, Z. & Skilling, J., 2006, Advances in Neural Information Processing Systems 18. Weiss, Y., Schölkopf, B. & Platt, J. (eds.). Cambridge, MA: MIT Press, p. 947-954 8 p.

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

  3. Neural Spline Flows

    Durkan, C., Bekasovs, A., Murray, I. & Papamakarios, G., 14 Dec 2019, Advances in Neural Information Processing Systems 32 (NeurIPS 2019). Curran Associates Inc, Vol. 32. p. 7509-7520 12 p.

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

  4. Neural network training using multi-channel data with aggregate labelling

    Bishop, C. M., Mcgrogan, N. & Tarassenko, L., 1999, Artificial Neural Networks, 1999. ICANN 99. Ninth International Conference on (Conf. Publ. No. 470). IET, p. 862-867 6 p.

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

  5. Neuronal Adaptation for Sampling-Based Probabilistic Inference in Perceptual Bistability

    Reichert, D. P., Series, P. & Storkey, A., 2011, Advances in Neural Information Processing Systems 24. Shawe-Taylor, J., Zemel, R. S., Bartlett, P. L., Pereira, F. & Weinberger, K. Q. (eds.). Curran Associates Inc

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

  6. Noise-contrastive estimation: A new estimation principle for unnormalized statistical models

    Gutmann, M. & Hyvärinen, A., 2010, Proceedings of the 13th International Conference on Artificial Intelligence and Statistics (AISTATS). Teh, Y. W. & Titterington, M. (eds.). Journal of Machine Learning Research - Proceedings Track, Vol. 9. p. 297-304 8 p. (JMLR WCP).

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

  7. Non-Gaussian probability distribution of the total transmission of multiply scattered light

    Boer, J. F. D., Van Rossum, M. C. W., Albada, M. P. V., Nieuwenhuizen, T. M. & Lagendijk, A., 1994, International Quantum Electronics Conference 1994. Optical Society of America (OSA), 1 p. QThE5

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

  8. Novel cell based on reduced single-phase active front end for multicell converters

    Lezana, P., Rodriguez, J., Rojas, D. & Pontt, J., 1 Nov 2005, 31st Annual Conference of IEEE Industrial Electronics Society, 2005. IECON 2005.. p. 733-738 6 p.

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

  9. Of Gods and Goats: Weakly Supervised Learning of Figurative Art

    Crowley, E. & Zisserman, A., 2013, In Proceedings British Machine Vision Conference 2013. BMVA Press, p. 1-11 12 p. 39

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

  10. On Contrastive Learning for Likelihood-free Inference

    Durkan, C., Murray, I. & Papamakarios, G., 31 May 2020, (Accepted/In press) Proceedings of the 37th International Conference on Machine Learning. PMLR, 15 p. (Proceedings of Machine Learning Research; vol. 119).

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

  11. On Robust Malware Classifiers by Verifying Unwanted Behaviours

    Chen, W., Aspinall, D., Gordon, A., Sutton, C. & Muttik, I., Jun 2016, Integrated Formal Methods: 12th International Conference, IFM 2016, Reykjavik, Iceland, June 1-5, 2016, Proceedings. Springer International Publishing, p. 326-341 15 p. (Lecture Notes in Computer Science; vol. 9681).

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