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Statistical Artificial Intelligence

  1. Conference paper
  2. Published

    A surrogate-based approach to modelling the impact of hydrodynamic shear stress on biofilm deformation

    Oyebamiji, O. K. & Wilkinson, D., 16/12/2017.

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

  3. Poster
  4. Published

    Statistical emulation as a tool for analysing complex multiscale stochastic biological model outputs

    Oyebamiji, O. K. & Wilkinson, D. J., 30/11/2016, p. 67-68. 2 p.

    Research output: Contribution to conference - Without ISBN/ISSN Posterpeer-review

  5. Software
  6. Published

    cpop: Detection of Multiple Changes in Slope in Univariate Time-Series

    Grose, D. & Fearnhead, P., 23/08/2022

    Research output: Exhibits, objects and web-based outputsSoftware

  7. Published

    crops: Changepoints for a Range of Penalties (CROPS)

    Grose, D. & Fearnhead, P., 4/11/2021

    Research output: Exhibits, objects and web-based outputsSoftware

  8. Published

    RobKF: Innovative and/or Additive Outlier Robust Kalman Filtering

    Fisch, A., Grose, D., Eckley, I., Fearnhead, P. & Bardwell, L., 2020

    Research output: Exhibits, objects and web-based outputsSoftware

  9. Published

    changepoint.mv: Changepoint Analysis for Multivariate Time Series

    Grose, D., Fearnhead, P., Eckley, I. & Bardwell, L., 29/11/2018

    Research output: Exhibits, objects and web-based outputsSoftware

  10. Published

    anomaly: An R package for detecting anomalies in data.

    Fisch, A., Grose, D., Eckley, I. & Fearnhead, P., 21/09/2018

    Research output: Exhibits, objects and web-based outputsSoftware

  11. Web publication/site
  12. Published
  13. Doctoral Thesis
  14. Published

    Scalable Bayesian Inference Using Stochastic Gradient Markov Chain Monte Carlo

    Putcha, S., 6/03/2024, Lancaster University. 161 p.

    Research output: ThesisDoctoral Thesis

  15. Published

    Statistical Methods for Samples of Interaction Networks

    Bolt, G., 12/2023, Lancaster University. 255 p.

    Research output: ThesisDoctoral Thesis

  16. Published

    Sequential Inference with the Mallows Model

    Stein, A., 2023, Lancaster University. 206 p.

    Research output: ThesisDoctoral Thesis

  17. Published

    Developments in Gaussian processes with applications to climate science and network problems.

    Pinder, T., 2023, Lancaster University. 224 p.

    Research output: ThesisDoctoral Thesis

  18. Published

    Contributions to Divide-and-Conquer MCMC

    Vyner, C., 2023, Lancaster University. 147 p.

    Research output: ThesisDoctoral Thesis

  19. Published

    Novel Methods for Efficient Changepoint Detection

    Romano, G., 11/11/2021, Lancaster University. 126 p.

    Research output: ThesisDoctoral Thesis

  20. Published

    General-purpose Information-theoretical Bayesian Optimisation: A thesis by acronyms

    Moss, H., 2021, Lancaster University. 213 p.

    Research output: ThesisDoctoral Thesis

  21. Published

    Poisson process bandits: Sequential models and algorithms for maximising the detection of point data

    Grant, J., 17/02/2020, Lancaster University. 271 p.

    Research output: ThesisDoctoral Thesis

  22. Published

    Investigating the Non-Stationary Bandit problem

    Zografos, D., 2020, Lancaster University. 64 p.

    Research output: ThesisDoctoral Thesis

  23. Published

    Reproducing-Kernel Hilbert space regression with notes on the Wasserstein Distance

    Page, S., 2019, Lancaster University. 262 p.

    Research output: ThesisDoctoral Thesis

  24. Published

    Sequential decision problems in online education

    Pike-Burke, C., 2019, Lancaster University. 276 p.

    Research output: ThesisDoctoral Thesis

  25. Published
  26. Published

    Large-scale Bayesian computation using Stochastic Gradient Markov Chain Monte Carlo

    Baker, J., 2019, Lancaster University. 221 p.

    Research output: ThesisDoctoral Thesis

  27. Published

    Efficient search methods for high dimensional time-series

    Bardwell, L., 2018, Lancaster University. 196 p.

    Research output: ThesisDoctoral Thesis

  28. Published

    Inference and decision making in large weakly dependent graphical models

    Turner, L., 2017, Lancaster University. 188 p.

    Research output: ThesisDoctoral Thesis

  29. Published

    Efficient analysis of data streams

    Davies, R., 2017, Lancaster University. 132 p.

    Research output: ThesisDoctoral Thesis

  30. Published

    Detecting abrupt changes in big data

    Haynes, K., 2017, Lancaster University. 186 p.

    Research output: ThesisDoctoral Thesis

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