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Statistical Artificial Intelligence

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  1. 2021
  2. Published

    Novel Methods for Efficient Changepoint Detection

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

    Research output: Thesis › Doctoral Thesis

  3. Published

    crops: Changepoints for a Range of Penalties (CROPS)

    Grose, D. (Developer) & Fearnhead, P. (Developer), 4/11/2021

    Research output: Exhibits, objects and web-based outputs › Software

  4. Published

    A computationally efficient, high-dimensional multiple changepoint procedure with application to global terrorism incidence

    Tickle, S. O., Eckley, I. A. & Fearnhead, P., 31/10/2021, In: Journal of the Royal Statistical Society: Series A Statistics in Society. 184, 4, p. 1303-1325 23 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Published

    Using the electromagnetic spectrum

    Accettulli-Huber, M., Allwright, D., Berman, D. S., Campillo-Funollet, E., Date, P. & Gonzo, R., 29/09/2021, Cambridge University Press.

    Research output: Other contribution

  6. Published

    FINN.no Slates Dataset: A new Sequential Dataset Logging Interactions, all Viewed Items and Click Responses/No-Click for Recommender Systems Research

    Eide, S., Frigessi, A., Jenssen, H., Leslie, D., Rishaug, J. & Verrewaere, S., 13/09/2021, RecSys '21: Fifteenth ACM Conference on Recommender Systems. New York: ACM, p. 556-558 3 p.

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

  7. Published

    Empowering the crowd: feasible strategies for epidemic management in high-density informal settlements. The case of COVID-19 in Northwest Syria

    Pascual-García, A., Klein, J. D., Villers, J., Campillo-Funollet, E. & Sarkis, C., 31/08/2021, In: BMJ Global Health. 6, 8, 14 p., e004656.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. Published

    Oblivious Data for Fairness with Kernels

    Grunewalder, S. & Khaleghi, A., 31/08/2021, In: Journal of Machine Learning Research. 22, 36 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  9. Published

    On consistent and rate optimal estimation of the missing mass

    Ayed, F., Battiston, M., Camerlenghi, F. & Favaro, S., 31/08/2021, In: Annales de l'institut Henri Poincare (B) Probability and Statistics. 57, 3, p. 1476-1494 19 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    Predicting and forecasting the impact of local outbreaks of COVID-19: use of SEIR-D quantitative epidemiological modelling for healthcare demand and capacity

    Campillo-Funollet, E., Yperen, J. V., Allman, P., Bell, M., Beresford, W., Clay, J., Dorey, M., Evans, G., Gilchrist, K., Memon, A., Pannu, G., Walkley, R., Watson, M. & Madzvamuse, A., 30/08/2021, In: International Journal of Epidemiology. 50, 4, p. 1103-1113 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. Published

    Rainfall variability and adverse birth outcomes in Amazonia

    Chacon Montalvan, E., Taylor, B., Da Cunha, G., Davies, G., Orellana, J. & Parry, L., 31/07/2021, In: Nature Sustainability. 4, 7, p. 583-594 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  12. Published

    Robust Function-on-Function Regression

    Hullait, H., Leslie, D., Pavlidis, N. & King, S., 31/07/2021, In: Technometrics. 63, 3, p. 396-409 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  13. Published

    Corrigendum to “Using a meta-analysis approach to understand complexity in soil biodiversity and phosphorus acquisition in plants” [Soil Biol. Biochem. 142 (2020) 107695] (Soil Biology and Biochemistry (2020) 142, (S0038071719303591), (10.1016/j.soilbio.2019.107695))

    Mezeli, M. M., Page, S., George, T. S., Neilson, R., Mead, A., Blackwell, M. S. A. & Haygarth, P. M., 30/06/2021, In: Soil Biology and Biochemistry. 157, 108145.

    Research output: Contribution to Journal/Magazine › Comment/debate › peer-review

  14. Published

    An integrated framework for quantifying immune-tumour interactions in a 3D co-culture model

    Al-Hity, G., Yang, F., Campillo-Funollet, E., Greenstein, A. E., Hunt, H., Mampay, M., Intabli, H., Falcinelli, M., Madzvamuse, A., Venkataraman, C. & Flint, M. S., 24/06/2021, In: Communications Biology. 4, 1, 12 p., 781.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. Published

    Inferring the mixing properties of an ergodic process

    Khaleghi, A. & Lugosi, G., 15/06/2021, In: arXiv.org. 28 p.

    Research output: Contribution to Journal/Magazine › Journal article

  16. Published

    Gaussian Processes on Hypergraphs

    Pinder, T., Turnbull, K., Nemeth, C. & Leslie, D., 3/06/2021.

    Research output: Working paper › Preprint

  17. Published

    Efficient and Generalizable Tuning Strategies for Stochastic Gradient MCMC

    Coullon, J., South, L. & Nemeth, C., 27/05/2021, Arxiv.

    Research output: Working paper › Preprint

  18. Published

    Dynamic Slate Recommendation with Gated Recurrent Units and Thompson Sampling

    Eide, S., Leslie, D. S. & Frigessi, A., 30/04/2021, In: arxiv.org.

    Research output: Contribution to Journal/Magazine › Journal article

  19. Published

    A Probabilistic Assessment of the COVID-19 Lockdown on Air Quality in the UK

    Pinder, T., Hollaway, M., Nemeth, C., Young, P. J. & Leslie, D., 22/04/2021, In: arxiv.org.

    Research output: Contribution to Journal/Magazine › Journal article

  20. Published

    Live-cell single-molecule tracking highlights requirements for stable Smc5/6 chromatin association in vivo

    Etheridge, T. J., Villahermosa, D., Campillo-Funollet, E., Herbert, A. D., Irmisch, A., Watson, A. T., Dang, H. Q., Osborne, M. A., Oliver, A. W., Carr, A. M. & Murray, J. M., 16/04/2021, In: eLife. 10, 19 p., e68579.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  21. Published

    Stochastic gradient Markov chain Monte Carlo

    Nemeth, C. & Fearnhead, P., 30/03/2021, In: Journal of the American Statistical Association. 1116, 533, p. 433-450 18 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  22. Published

    Replication dynamics of recombination-dependent replication forks

    Naiman, K., Campillo-Funollet, E., Watson, A. T., Budden, A., Miyabe, I. & Carr, A. M., 10/02/2021, In: Nature Communications. 12, 1, 11 p., 923.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  23. Published

    Consistent estimation of small masses in feature sampling

    Battiston, M., Ayed, F., Camerlenghi, F. & Favaro, S., 31/01/2021, In: Journal of Machine Learning Research. 22, 6, p. 1-28 28 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  24. Published

    The Role of Digital Technologies in Responding to the Grand Challenges of the Natural Environment: The Windermere Accord

    Blair, G., Bassett, R., Bastin, L., Beevers, L., Borrajo Garcia, M., Brown, M., Dance, S., Dionescu, A., Edwards, L., Ferrario, M. A., Fraser, R., Fraser, H., Gardner, S., Henrys, P. A., Hey, T., Homann, S., Huijbers, C., Hutchison, J., Jonathan, P. & Lamb, R. & 21 others, Laurie, S., Leeson, A., Leslie, D., McMillan, M., Nundloll, V., Oyebamiji, O., Phillipson, J., Pope, V., Prudden, R., Reis, S., Salama, M., Samreen, F., Sejdinovic, D., Simm, W., Street, R., Thornton, L., Towe, R., Vande Hey, J. D., Vieno, M., Waller, J. & Watkins, J., 8/01/2021, In: Patterns. 2, 1, 8 p., 100156.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  25. Published

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

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

    Research output: Thesis › Doctoral Thesis

  26. 2020
  27. Published

    BOSS: Bayesian Optimization over String Spaces

    Moss, H., Beck, D., Gonzalez, J., Leslie, D. & Rayson, P., 1/12/2020, Advances in Neural Information Processing Systems. 2020 ed. MIT Press, Vol. 2020-December. p. 15476-15486 11 p. (Advances in Neural Information Processing Systems).

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

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