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Statistical Artificial Intelligence

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  1. Published

    Tractable diffusion and coalescent processes for weakly correlated loci

    A. Jenkins, P., Fearnhead, P. & S. Song, Y., 29/05/2015, In: Electronic Journal of Probability. 20, 25 p., 58.

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

  2. 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

  3. Published

    The ALADDIN project: intelligent agents for disaster management

    Adams, N. M., Field, M., Gelenbe, E., Hand, D. J., Jennings, N. R., Leslie, D. S., Nicholson, D., Ramchurn, S. D., Roberts, S. J. & Rogers, A., 2008, International Workshop on Robotics for Risky Interventions and Surveillance of the Environment. International Advanced Robotics Programme, 9 p.

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

  4. Published

    Semiparametric detection of changepoints in location, scale, and copula

    Agarwal, G., Eckley, I. A. & Fearnhead, P., 31/10/2023, In: Statistical Analysis and Data Mining: The ASA Data Science Journal. 16, 5, p. 456-473 18 p.

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

  5. Published

    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/Magazine › Journal article › peer-review

  6. Forthcoming

    Stochastic Gradient MCMC for Nonlinear State Space Models

    Aicher, C., Putcha, S., Nemeth, C., Fearnhead, P. & Fox, E. B., 8/06/2023, (Accepted/In press) In: Bayesian Analysis.

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

  7. 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

  8. Published

    LancasterAQ: A High Resolution Street Level Dataset of Ultrafine Particles

    Amos, M., Booker, D., Duncan, R., Gouldsbrough, L., Pinder, T., Young, P. & Carter, J., 3/10/2022, EarthArXiv.

    Research output: Working paper › Preprint

  9. Published

    Online non-parametric changepoint detection with application to monitoring operational performance of network devices

    Austin, E., Romano, G., Eckley, I. & Fearnhead, P., 31/01/2023, In: Computational Statistics and Data Analysis. 177, 13 p., 107551.

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

  10. Published

    A Good-Turing estimator for feature allocation models

    Ayed, F., Battiston, M., Camerlenghi, F. & Favaro, S., 1/10/2019, In: Electronic Journal of Statistics. 13, 2, p. 3775-3804 30 p.

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

  11. Published

    An Information Theoretic approach to Post Randomization Methods under Differential Privacy

    Ayed, F., Battiston, M. & Camerlenghi, F., 1/09/2020, In: Statistics and Computing. 30, p. 1347–1361 15 p.

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

  12. 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

  13. Published

    Bayesian sequential experimental design for binary response data with application to electromyographic experiments

    Azadi, N. A., Fearnhead, P., Ridall, G. & Blok, J. H., 2014, In: Bayesian Analysis. 14 p.

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

  14. Published

    Sufficientness postulates for Gibbs-type priors and hierarchial generalizations

    Bacallado, S., Battiston, M., Favaro, S. & Trippa, L., 28/11/2017, In: Statistical Science. 32, 4, p. 487-500 14 p.

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

  15. Published

    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/Magazine › Journal article › peer-review

  16. Published

    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/Magazine › Journal article › peer-review

  17. Published

    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 › peer-review

  18. Published

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

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

    Research output: Thesis › Doctoral Thesis

  19. Published

    Generalization bounds for learning weighted automata

    Balle, B. & Mohri, M., 15/03/2018, In: Theoretical Computer Science. 716, p. 89-106 18 p.

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

  20. Published

    Bayesian detection of abnormal segments in multiple time series

    Bardwell, L. & Fearnhead, P., 01/2017, In: Bayesian Analysis. 12, 1, p. 193-218 26 p.

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

  21. Published

    Efficient search methods for high dimensional time-series

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

    Research output: Thesis › Doctoral Thesis

  22. Published

    Most recent changepoint detection in Panel data

    Bardwell, L., Fearnhead, P. N., Eckley, I. A., Smith, S. & Spott, M., 2/01/2019, In: Technometrics. 61, 1, p. 88-98 11 p.

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

  23. Published

    Multi-armed bandit for species discovery: A Bayesian nonparametric approach

    Battiston, M., Favaro, S. & Teh, Y. W., 1/06/2018, In: Journal of the American Statistical Association. 113, 521, p. 455-466 12 p.

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

  24. Published

    A characterization of product-form exchangeable feature probability functions

    Battiston, M., Favaro, S., Roy, D. M. & Teh, Y. W., 1/06/2018, In: Annals of Applied Probability. 28, 3, p. 1423-1448 26 p.

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

  25. Published

    A Bayesian Nonparametric Approach to Differentially Private Data

    Battiston, M., Ayed, F. & Di Benedetto, G., 16/09/2020, Privacy in Statistical Databases: UNESCO Chair in Data Privacy, International Conference, PSD 2020, Proceedings. Domingo-Ferrer, J. & Muralidhar, K. (eds.). Springer, p. 32-48 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12276 LNCS).

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

  26. 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

  27. Published

    The Zig-Zag Process and Super-Efficient Sampling for Bayesian Analysis of Big Data

    Bierkens, J., Fearnhead, P. & Roberts, G., 13/02/2019, In: Annals of Statistics. 47, 3, p. 1288-1320 33 p.

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

  28. Published

    Piecewise deterministic Markov processes for scalable Monte Carlo on restricted domains

    Bierkens, J., Bouchard-Côté, A., Doucet, A., Duncan, A. B., Fearnhead, P., Lienart, T., Roberts, G. & Vollmer, S. J., 1/05/2018, In: Statistics and Probability Letters. 136, p. 148-154 7 p.

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

  29. 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 othersLaurie, 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

  30. Published

    Hasimoto frames and the Gibbs measure of the periodic nonlinear Schrödinger equation

    Blower, G., Khaleghi, A. & Kuchemann-Scales, M., 1/02/2024, In: Journal of Mathematical Physics. 65, 2, 022705.

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

  31. Published

    Construction of approximation spaces for reinforcement learning

    Böhmer, W., Grunewalder, S., Shen, Y., Musial, M. & Obermayer, K., 2013, In: Journal of Machine Learning Research. 14, p. 2067-2118 52 p.

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

  32. Published

    Regularized sparse kernel slow feature analysis

    Böhmer, W., Grunewalder, S., Nickisch, H. & Obermayer, K., 2011, Machine Learning and Knowledge Discovery in Databases. ECML PKDD 2011. Gunopulos, D., Hoffmann, T., Malerba, D. & Vazirgiannis, M. (eds.). Berlin: Springer, p. 235-248 14 p. (Lecture Notes in Computer Science; vol. 6911).

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

  33. Published

    Generating feature spaces for linear algorithms with regularized sparse kernel slow feature analysis

    Böhmer, W., Grunewalder, S., Nickisch, H. & Obermayer, K., 10/2012, In: Machine Learning. 89, 1, p. 67-86 20 p.

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

  34. Published

    Telling the Researcher STOR-i With Data Science: Elsevier data scientists are working with Lancaster University researchers to advance our understanding of researcher behaviors

    Bolt, G., Muncey, H., Lunagomez Coria, S. & Nemeth, C., 2020

    Research output: Exhibits, objects and web-based outputs › Web publication/site

  35. Published

    Modelling Populations of Interaction Networks via Distance Metrics

    Bolt, G., Lunagómez, S. & Nemeth, C., 20/06/2022.

    Research output: Working paper › Preprint

  36. Published

    Distances for Comparing Multisets and Sequences

    Bolt, G., Lunagómez, S. & Nemeth, C., 17/06/2022, Arxiv.

    Research output: Working paper › Preprint

  37. Published

    Statistical Methods for Samples of Interaction Networks

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

    Research output: Thesis › Doctoral Thesis

  38. Published

    Coarse resistance tree methods for stochastic stability analysis

    Borowski, H., Marden, J. R., Leslie, D. S. & Frew, E. W., 2013, Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on. IEEE, p. 1860-1865 6 p.

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

  39. Published

    Stochastic smoothing of point processes for wildlife-vehicle collisions on road networks

    Borrajo, M. I., Comas, C., Costafreda-Aumedes, S. & Mateu, J., 30/06/2022, In: Stochastic Environmental Research and Risk Assessment. 36, 6, p. 1563-1577 15 p.

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

  40. Published

    Bandit learning in concave N-player games

    Bravo, M., Leslie, D. S. & Mertikopoulos, P., 2/12/2018, NeurIPS Proceedings. p. 5661-5671 11 p.

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

  41. Published

    Optimal hunting conditions drive circalunar behavior of a diurnal canivore

    Broekhuis, F., Grunewalder, S., McNutt, J. W. & Macdonald, D. W., 09/2014, In: Behavioral Ecology. 25, 5, p. 1268-1275 8 p.

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

  42. Published

    Ice front change of marine-terminating outlet glaciers in northwest and southeast Greenland during the 21st Century

    Bunce, C., Carr, J. R., Nienow, P., Ross, N. & Killick, R. C., 08/2018, In: Journal of Glaciology. 64, 246, p. 523-535 13 p.

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

  43. Published

    Evaluation of the Chief Nursing Officer's Review of Mental Health Nursing in England

    Callahan, P., Repper, J., Lovell, K., Playle, J., Baker, J., Clifton, A., Shaw, T., Stacey, G., Nelson, P., Minshull, S., Swarbrick, C., Schneider, J. & Watkins, M., 2009, University of Nottingham.

    Research output: Book/Report/Proceedings › Other report

  44. Published

    Reformulating the susceptible–infectious–removed model in terms of the number of detected cases: well-posedness of the observational model

    Campillo-Funollet, E., Wragg, H., Yperen, J. V., Duong, D-L. & Madzvamuse, A., 3/10/2022, In: Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 380, 2233, 15 p., 20210306.

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

  45. 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

  46. Published

    Bayesian Parameter Identification for Turing Systems on Stationary and Evolving Domains

    Campillo-Funollet, E., Venkataraman, C. & Madzvamuse, A., 11/10/2019, In: Bulletin of Mathematical Biology. 81, p. 81–104

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

  47. Published

    Exceptional retreat of Novaya Zemlya's marine-terminating outlet glaciers between 2000 and 2013

    Carr, J. R., Bell, H., Killick, R. C. & Holt, T., 8/09/2017, In: Cryosphere. 11, 5, p. 2149-2174 26 p.

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

  48. Published

    Variability in Antarctic surface climatology across regional climate models and reanalysis datasets

    Carter, J., Leeson, A., Orr, A., Kittel, C. & van Wessem, J. M., 23/09/2022, In: The Cryosphere. 16, 9, p. 3815–3841 27 p.

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

  49. Published

    Changes in microbial utilization and fate of soil carbon following the addition of different fractions of anaerobic digestate to soils

    Cattin, M., Semple, K., Stutter, M., Romano, G., Lag Brotons, A., Parry, C. & Surridge, B., 30/11/2021, In: European Journal of Soil Science. 72, 6, p. 2398-2413 16 p.

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

  50. Published

    Bayesian spatial modelling of environmental and health data with applications in Brazilian Amazonia: linking environment and health in disadvantaged groups

    Chacon Montalvan, E., 2019, Lancaster University. 163 p.

    Research output: Thesis › Doctoral Thesis

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