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Results for cs.LG

Publications & Outputs

  1. Control variates for stochastic gradient MCMC

    Baker, J., Fearnhead, P., Fox, E. B. & Nemeth, C., 1/05/2019, In : Statistics and Computing. 29, 3, p. 599-615 17 p.

    Research output: Contribution to journalJournal article

  2. Stochastic Gradient MCMC for Nonlinear State Space Models

    Aicher, C., Putcha, S., Nemeth, C., Fearnhead, P. & Fox, E. B., 29/01/2019, In : arXiv.

    Research output: Contribution to journalJournal article

  3. Large-Scale Stochastic Sampling from the Probability Simplex

    Baker, J., Fearnhead, P., Fox, E. B. & Nemeth, C., 3/12/2018, p. 6722-6732 . 11 p.

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

  4. Adaptive Policies for Perimeter Surveillance Problems

    Grant, J. A., Leslie, D. S., Glazebrook, K., Szechtman, R. & Letchford, A., 4/10/2018, In : arxiv.org.

    Research output: Contribution to journalJournal article

  5. A linear time method for the detection of point and collective anomalies

    Fisch, A. T. M., Eckley, I. A. & Fearnhead, P., 7/06/2018, In : arXiv.

    Research output: Contribution to journalJournal article

  6. Parsimonious random vector functional link network for data streams

    Pratama, M., Angelov, P. P., Lughofer, E. & Joo Er, M., 1/03/2018, In : Information Sciences. 430-431, p. 519-537 19 p.

    Research output: Contribution to journalJournal article

  7. Unsupervised Machine Learning for Networking: Techniques, Applications and Research Challenges

    Usama, M., Qadir, J., Raza, A., Arif, H., Yau, K-L. A., Elkhatib, Y., Hussain, A. & Al-Fuqaha, A., 19/09/2017, In : arxiv.org. 37 p.

    Research output: Contribution to journalJournal article

  8. Combinatorial Multi-Armed Bandits with Filtered Feedback

    Grant, J. A., Leslie, D. S., Glazebrook, K. & Szechtman, R., 26/05/2017, In : arxiv.org.

    Research output: Contribution to journalJournal article

  9. Adaptive forgetting factor fictitious play

    Smyrnakis, M. & S. Leslie, D., 11/12/2011, (Unpublished) In : arxiv.org.

    Research output: Contribution to journalJournal article