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Publications & Outputs

  1. On Thompson Sampling for Smoother-than-Lipschitz Bandits

    Grant, J. A. & Leslie, D. S., 8/01/2020, In : arXiv.

    Research output: Contribution to journal › Journal article

  2. A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification

    Gu, X., Angelov, P. P. & Soares, E. A., 25/11/2019, In : arXiv.

    Research output: Contribution to journal › Journal article

  3. Adaptive policies for perimeter surveillance problems

    Grant, J. A., Leslie, D. S., Glazebrook, K., Szechtman, R. & Letchford, A., 6/11/2019, In : European Journal of Operational Research. 283, 1, p. 265-278 14 p.

    Research output: Contribution to journal › Journal article

  4. sgmcmc: An R Package for Stochastic Gradient Markov Chain Monte Carlo

    Baker, J., Fearnhead, P., Fox, E. B. & Nemeth, C. J., 31/10/2019, In : Journal of Statistical Software. 91, 3, p. 1-27 27 p.

    Research output: Contribution to journal › Journal article

  5. Pseudo-extended Markov chain Monte Carlo

    Nemeth, C., Lindsten, F., Filippone, M. & Hensman, J., 4/09/2019, (Accepted/In press) Thirty-third Conference on Neural Information Processing Systems. Neural information processing systems foundation, Vol. 33. (Neural Information Processing Systems).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper

  6. Stochastic gradient Markov chain Monte Carlo

    Nemeth, C. & Fearnhead, P., 16/07/2019, In : arxiv.org.

    Research output: Contribution to journal › Journal article

  7. Efficient Parameter Estimation of Sampled Random Fields

    Guillaumin, A. P., Sykulski, A. M., Olhede, S. C. & Simons, F. J., 4/07/2019, In : arXiv. 35 p.

    Research output: Contribution to journal › Journal article

  8. Detecting changes in slope with an L0 penalty

    Fearnhead, P., Maidstone, R. & Letchford, A., 1/06/2019, In : Journal of Computational and Graphical Statistics. 28, 2, p. 265-275 11 p.

    Research output: Contribution to journal › Journal article

  9. 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 journal › Journal article

  10. 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 journal › Journal article

  11. GaussianProcesses.jl: A Nonparametric Bayes package for the Julia Language

    Fairbrother, J., Nemeth, C., Rischard, M. & Brea, J., 21/12/2018, In : arXiv.

    Research output: Contribution to journal › Journal article

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