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  1. Published

    A Bayesian approach to modelling the impact of hydrodynamic shear stress on biofilm deformation

    Oyebamiji, O. K., Wilkinson, D. J., Pahala Gedara, J., Rushton, S. P., Bridgens, B. & Li, B., 12/04/2018, In: PLoS ONE. 13, 4, 21 p., e0195484.

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

  2. 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

  3. 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

  4. Published

    A computationally efficient nonparametric approach for changepoint detection

    Haynes, K., Fearnhead, P. & Eckley, I. A., 09/2017, In: Statistics and Computing. 27, 5, p. 1293-1305 13 p.

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

  5. 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

  6. Published

    A general approach to heteroscedastic linear regression

    Leslie, D. S., Kohn, R. & Nott, D. J., 25/05/2007, In: Statistics and Computing. 17, 2, p. 131-146 15 p.

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

  7. 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

  8. Published

    A hospital demand and capacity intervention approach for COVID-19

    Van Yperen, J., Campillo-Funollet, E., Inkpen, R., Memon, A., Madzvamuse, A. & Ndeffo-Mbah, M. L. (Editor), 3/05/2023, In: PLoS One. 18, 5, 35 p., e0283350.

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

  9. Published

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

    Fisch, A. T. M., Eckley, I. A. & Fearnhead, P., 31/08/2022, In: Statistical Analysis and Data Mining. 15, 4, p. 494-508 15 p.

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

  10. Published

    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 Journal/Magazine › Journal article

  11. Published

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

    Fisch, A., Eckley, I. A. & Fearnhead, P. N., 5/06/2018, Arxiv, p. 1-40, 40 p.

    Research output: Working paper

  12. Published

    A Log-Linear Non-Parametric Online Changepoint Detection Algorithm based on Functional Pruning

    Romano, G., Eckley, I. & Fearnhead, P., 31/01/2024, In: IEEE Transactions on Signal Processing. 72, p. 594 - 606 13 p.

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

  13. Published

    A mechanistic Individual-based Model of microbial communities

    Jayathilake, P. G., Gupta, P., Li, B., Madsen, C., Oyebamiji, O., González-Cabaleiro, R., Rushton, S., Bridgens, B., Swailes, D., Allen, B., McGough, A. S., Zuliani, P., Ofiteru, I. D., Wilkinson, D., Chen, J. & Curtis, T., 1/08/2017, In: PLoS ONE.

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

  14. Published

    A multiscale test of spatial stationarity for textured images in R

    Nunes, M., Taylor, S. & Eckley, I., 06/2014, In: The R Journal. 6, 1, p. 20-30 11 p.

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

  15. 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

  16. Published

    A stochastic game framework for patrolling a border

    Darlington, M., Glazebrook, K., Shone, R., Leslie, D. & Szechtman, R., 16/12/2023, In: European Journal of Operational Research. 311, 3, p. 1146-1158 13 p.

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

  17. 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 paper › peer-review

  18. Published

    A test for the absence of aliasing or white noise in locally stationary wavelet time series

    Eckley, I. A. & Nason, G. P., 24/09/2018, In: Biometrika. 105, 4, p. 833–848 16 p.

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

  19. Published

    A tutorial on bridge sampling

    Gronau, Q. F., Sarafoglou, A., Matzke, D., Ly, A., Boehm, U., Marsman, M., Leslie, D. S., Forster, J. J., Wagenmakers, E.-J. & Steingroever, H., 12/2017, In: Journal of Mathematical Psychology. 81, p. 80-97 18 p.

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

  20. Published

    A unifying framework for iterative approximate best-response algorithms for distributed constraint optimization problems

    Chapman, A. C., Rogers, A., Jennings, N. R. & Leslie, D. S., 1/12/2011, In: Knowledge Engineering Review. 26, 04, p. 411-444 34 p.

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

  21. Unpublished

    Adaptive forgetting factor fictitious play

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

    Research output: Contribution to Journal/Magazine › Journal article

  22. Published

    Adaptive policies for perimeter surveillance problems

    Grant, J. A., Leslie, D. S., Glazebrook, K., Szechtman, R. & Letchford, A., 16/05/2020, In: European Journal of Operational Research. 283, 1, p. 265-278 14 p.

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

  23. Published

    Adaptive sensor placement for continuous spaces

    Grant, J., Boukouvalas, A., Griffiths, R.-R., Leslie, D., Vakili, S. & Munoz de Cote, E., 12/07/2019, Proceedings of the 36 th International Conference on Machine Learning, Long Beach, California, PMLR 97, 2019. Proceedings of Machine Learning Research, 9 p. (Proceedings of Machine Learning Research; vol. 97).

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

  24. Published

    Advances in Bayesian Computation: Bridging Modern Machine Learning and Traditional Monte Carlo Methods

    Cabezas Gonzalez, A., 18/03/2025, Lancaster University. 177 p.

    Research output: Thesis › Doctoral Thesis

  25. Published

    Agricultural productivity in past societies: toward an empirically informed model for testing cultural evolutionary hypotheses

    Currie, T. E., Bogaard, A., Cesaretti, R., Edwards, N., Francois, P., Holden, P., Hoyer, D., Korotayev, A., Manning, J., Moreno Garcia, J. C., Oyebamiji, O. K., Petrie, C., Turchin, P., Whitehouse, H. & Williams, A., 1/01/2015, In: Cliodynamics. 6, 1, p. 24-56 33 p.

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

  26. 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

  27. 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

  28. Published

    anomaly: An R package for detecting anomalies in data.

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

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

  29. Published

    anomaly: Detection of Anomalous Structure in Time Series Data

    Fisch, A., Grose, D., Eckley, I. A., Fearnhead, P. & Bardwell, L., 29/08/2024, In: Journal of Statistical Software. 110, 1, p. 1-24 24 p., 1.

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

  30. Published

    Approximations of the Restless Bandit Problem

    Grunewalder, S. & Khaleghi, A., 1/02/2019, In: Journal of Machine Learning Research. 20, 14, p. 1-37 37 p.

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

  31. Published

    Artificial Synthesis of Conjugated Microporous Polymers via Sonogashira-Hagihara Coupling

    Thomas, J. M. H., Mollart, C., Turner, L., Heasman, P., Fayon, P. & Trewin, A., 20/08/2020, In: Journal of Physical Chemistry B (Soft Condensed Matter and Biophysical Chemistry). 124, 33, p. 7318-7326 9 p.

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

  32. Unpublished

    Assessing and modelling extremal dependence in spatial extremes

    Kereszturi, M., 2017, (Unpublished) Lancaster University. 214 p.

    Research output: Thesis › Doctoral Thesis

  33. Published

    Assessing extremal dependence of North Sea storm severity

    Kereszturi, M., Tawn, J. A. & Jonathan, P., 15/05/2016, In: Ocean Engineering. 118, p. 242-259 18 p.

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

  34. Published

    Asymptotically consistent estimation of the number of change points in highly dependent time series

    Khaleghi, A. & Ryabko, D., 06/2014, Proceedings of The 31st International Conference on Machine Learning. p. 539-547 9 p.

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

  35. Published

    Asymptotics of ABC

    Fearnhead, P., 2018, Handbook of Approximate Bayesian Computation . Sisson, S., Fan, Y. & Beaumont, M. (eds.). CRC Press, p. 269-288 20 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  36. Published

    Asynchronous stochastic approximation with differential inclusions

    Perkins, S. & Leslie, D. S., 2012, In: Stochastic Systems. 2, p. 409-446 37 p.

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

  37. Published

    Attention driven memory

    Grunewalder, S. & Obermayer, K., 2005, CogSci 2005: XXVII Annual Conference of the Cognitive Science Society July 21-23 Stresa, Italy. Bara, B. G., Barsalou, L. & Bucciarelli, M. (eds.). Cognitive Science Society, p. 845-850 6 p.

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

  38. Published

    Augmentation schemes for particle MCMC

    Fearnhead, P. & Meligkotsidou, L., 11/2016, In: Statistics and Computing. 26, 6, p. 1293-1306 14 p.

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

  39. Published

    Automatic Change-Point Detection in Time Series via Deep Learning

    Li, J., Fearnhead, P., Fryzlewicz, P. & Wang, T., 12/04/2024, In: Journal of the Royal Statistical Society: Series B (Statistical Methodology). 86, 2, p. 273-285 13 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

    Bandits with Delayed, Aggregated Anonymous Feedback

    Pike-Burke, C., Agrawal, S., Szepesvari, C. & Grunewalder, S., 15/07/2018, Proceedings of the International Conference on Machine Learning, 10-15 July 2018, Stockholmsmässan, Stockholm Sweden. Dy, J. (ed.). PMLR, p. 4105-4123 19 p. (Proceedings of Machine Learning Research; vol. 80).

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

  42. Published

    Bayes Linear Methods for Large-Scale Network Search

    Turner, L., Dimitrov, N. B. & Fearnhead, P., 2/08/2016, In: arxiv.org.

    Research output: Contribution to Journal/Magazine › Journal article

  43. Published

    Bayesian calibration of firn densification models

    Verjans, V., Leeson, A., Nemeth, C., Stevens, C. M., Munneke, P. K., Noël, B. & Wessem, J. M. V., 15/09/2020, In: Cryosphere. 14, p. 3017-3032 16 p.

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

  44. 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

  45. Published

    Bayesian emulation and calibration of an individual-based model of microbial communities

    Oyebamiji, O. K., Wilkinson, D., Li, B., Jayathilake, P. G., Zuliani, P. & Curtis, T., 01/2019, In: Journal of Computational Science. 30, p. 194-208 15 p.

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

  46. Published

    Bayesian hierarchical model for bias-correcting climate models

    Carter, J., Chacón-Montalván, E. A. & Leeson, A., 31/07/2024, In: Geoscientific Model Development. 17, 14, p. 5733-5757 25 p.

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

  47. 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

  48. Published

    Bayesian quantile and expectile optimisation

    Picheny, V., Moss, H., Torossian, L. & Durrande, N., 5/05/2022, Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence (UAI 2022),. Cussens, J. & Zhang, K. (eds.). PMLR, p. 1623-1633 11 p.

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

  49. Published

    Bayesian Reinforcement Learning in Markovian and non-Markovian Tasks

    Ez-Zizi, A., Farrell, S. & Leslie, D. S., 7/12/2015, Computational Intelligence, 2015 IEEE Symposium Series on . Cape Town: IEEE, p. 579-586 7 p.

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

  50. 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

  51. 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

  52. Published

    BayesProject: Fast computation of a projection direction for multivariate changepoint detection

    Hahn, G., Fearnhead, P. & Eckley, I., 1/11/2020, In: Statistics and Computing. 30, p. 1691–1705 15 p.

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

  53. Published

    Best-response Dynamics in Zero-sum Stochastic Games

    Leslie, D., Perkins, S. & Xu, Z., 1/09/2020, In: Journal of Economic Theory. 189, 31 p., 105095.

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

  54. Published

    BOFFIN TTS: Few-Shot Speaker Adaptation by Bayesian Optimization

    Moss, H., Aggarwal, V., Prateek, N., González , J. & Barra-Chicote, R., 14/05/2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 2020 ed. IEEE, p. 7639-7643 5 p. (ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP); vol. 2020).

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

  55. Published

    BOSH: Bayesian Optimization by Sampling Hierarchically

    Moss, H. B., Leslie, D. S. & Rayson, P., 18/07/2020. 8 p.

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

  56. 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

  57. Published

    changepoint: an R package for changepoint analysis

    Killick, R. & Eckley, I., 2014, In: Journal of Statistical Software. 58, 3, p. 1-19 19 p.

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

  58. Published

    Changepoint detection for acoustic sensing signals

    Pickering, B., 2016, Lancaster University. 203 p.

    Research output: Thesis › Doctoral Thesis

  59. Published

    Changepoint Detection in the Presence of Outliers

    Fearnhead, P. & Rigaill, G., 1/04/2019, In: Journal of the American Statistical Association. 114, 525, p. 169-183 15 p.

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

  60. Published

    changepoint.mv: Changepoint Analysis for Multivariate Time Series

    Grose, D. (Developer), Fearnhead, P. (Artist), Eckley, I. (Artist) & Bardwell, L. (Artist), 29/11/2018

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

  61. 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

  62. Published

    Characterising the ice sheet surface in North East Greenland using Sentinel-1 SAR data

    Shu, Q., Killick, R., Leeson, A., Nemeth, C., Fettweis, X., Hogg, A. & Leslie, D., 31/12/2023, In: Journal of Glaciology. 69, 278, p. 1834-1845 12 p.

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

  63. Published

    Classification of non‐stationary time series

    Krzemieniewska, K., Eckley, I. & Fearnhead, P., 2014, In: Stat. 3, 1, p. 144-157 13 p.

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

  64. Published

    Clustering piecewise stationary processes

    Khaleghi, A. & Ryabko, D., 24/08/2020, 2020 IEEE International Symposium on Information Theory. IEEE, p. 2753-2758 6 p.

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

  65. 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

  66. Published

    Collective Anomaly Detection in High-Dimensional Var Models

    Maeng, H., Eckley, I. & Fearnhead, P., 31/05/2023, In: Statistica Sinica. 33, 1603-1627, p. 1603-1627 25 p.

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

  67. Published

    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 Journal/Magazine › Journal article

  68. Published

    Compact Convex Projections

    Grunewalder, S., 1/04/2018, In: Journal of Machine Learning Research. 18, 219, p. 1-43 43 p.

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

  69. Published

    Computationally efficient changepoint detection for a range of penalties

    Haynes, K., A. Eckley, I. & Fearnhead, P., 02/2017, In: Journal of Computational and Graphical Statistics. 26, 1, p. 134-143 10 p.

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

  70. Published

    Concave-Convex PDMP-based sampling

    Sutton, M. & Fearnhead, P., 2/10/2023, In: Journal of Computational and Graphical Statistics. 32, 4, 22 p.

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

  71. Published

    Conditional mean embeddings as regressors

    Grunewalder, S., Lever, G., Gretton, A., Baldassarre, L., Patterson, S. & Pontil, M., 2012, Proceedings of the 29th International Conference on Machine Learning, Edinburgh, Scotland, 2012. 898

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

  72. Published

    Consistency of a range of penalised cost approaches for detecting multiple changepoints

    Zheng, C., Eckley, I. & Fearnhead, P., 30/08/2022, In: Electronic Journal of Statistics. 16, 2, p. 4497-4546 50 p.

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

  73. Published

    Consistent algorithms for clustering time series

    Khaleghi, A., Ryabko, D., Mari, J. & Preux, P., 03/2016, In: Journal of Machine Learning Research. 17, 3, p. 1-32 32 p.

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

  74. 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

  75. Published

    Constrained Dynamic Programming and Supervised Penalty Learning Algorithms for Peak Detection in Genomic Data

    Hocking, T. D., Rigaill, G., Fearnhead, P. & Bourque, G., 31/03/2020, In: Journal of Machine Learning Research. 21, p. 1-40 40 p.

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

  76. 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

  77. Forthcoming

    Continuously-Tempered PDMP samplers

    Sutton, M., Salomone, R., Chevallier, A. & Fearnhead, P., 14/09/2022, (Accepted/In press) In: Advances in Neural Information Processing Systems. 35, 28293--28304

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

  78. Published

    Contributions to Divide-and-Conquer MCMC

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

    Research output: Thesis › Doctoral Thesis

  79. 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

  80. Published

    Convergence of probability collectives with adaptive choice of temperature parameters

    Smyrnakis, M. & Leslie, D. S., 2010, Learning and intelligent optimization: 4th International Conference, LION 4, Venice, Italy, January 18-22, 2010. Selected Papers. Blum, C. & Battiti, R. (eds.). Berlin: Springer, p. 200-203 4 p. (Lecture Notes in Computer Science; vol. 6073).

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

  81. Published

    Convergence of regression-adjusted approximate Bayesian computation

    Li, W. & Fearnhead, P., 1/06/2018, In: Biometrika. 105, 2, p. 301-318 18 p.

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

  82. Published

    Convergent multiple-timescales reinforcement learning algorithms in normal form games

    Leslie, D. S., 2003, In: Annals of Applied Probability. 13, 4, p. 1231-1251 21 p.

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

  83. Published

    Correlation Coefficients are Insufficient for Analyzing Spike Count Dependencies

    Onken, A., Grunewalder, S. & Obermayer, K., 2009, Advances in Neural Information Processing Systems (NIPS). Bengio, Y., Schuurmans, D., Lafferty, J. D., Williams, C. K. I. & Culotta, A. (eds.). Vol. 22. p. 1-9 9 p.

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

  84. 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

  85. Published

    COVID-19 transmission dynamics and the impact of vaccination: modelling, analysis and simulations

    Malinzi, J., Juma, V. O., Madubueze, C. E., Mwaonanji, J., Nkem, G. N., Mwakilama, E., Mupedza, T. V., Chiteri, V. N., Bakare, E. A., Moyo, I. L.-Z., Campillo-Funollet, E., Nyabadza, F. & Madzvamuse, A., 31/07/2023, In: Royal Society Open Science. 10, 7, 24 p., 221656.

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

  86. Published

    cpop: Detecting changes in piecewise-linear signals

    Grose, D. & Fearnhead, P., 29/05/2024, In: Journal of Statistical Software. 109, 7, p. 1-30 30 p., 7.

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

  87. 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 outputs › Software

  88. 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

  89. Published

    Decentralized Q-learning in Zero-sum Markov Games

    Sayin, M. O., Zhang, K., Leslie, D., Basar, T. & Ozdaglar, A., 6/12/2021. 35 p.

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

  90. Published

    Detecting A Single Change-point

    Fearnhead, P. & Fryzlewicz, P., 13/10/2022, Arxiv.

    Research output: Working paper › Preprint

  91. Published

    Detecting abrupt changes in big data

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

    Research output: Thesis › Doctoral Thesis

  92. Published

    Detecting Abrupt Changes in the Presence of Local Fluctuations and Autocorrelated Noise

    Romano, G., Rigaill, G., Runge, V. & Fearnhead, P., 31/12/2022, In: Journal of the American Statistical Association. 117, 540, p. 2147-2162

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

  93. Published

    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/Magazine › Journal article › peer-review

  94. Published

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

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

    Research output: Thesis › Doctoral Thesis

  95. Published

    Discussion of “Multiscale change point inference” by K. Frick, A. Munk and H. Sieling.

    Killick, R. C., 06/2014, In: Journal of the Royal Statistical Society: Series B (Statistical Methodology). 76, 3, p. 557-557 1 p.

    Research output: Contribution to Journal/Magazine › Journal article

  96. Published

    Discussion of “Should we sample a time series more frequently? Decision support via multirate spectrum estimation” by Nason, Powell, Elliott and Smith

    Killick, R. C. & Norwood, B., 02/2017, In: Journal of the Royal Statistical Society: Series A Statistics in Society. 180, 2, p. 394-395 2 p.

    Research output: Contribution to Journal/Magazine › Journal article

  97. Published

    Discussion on the paper by Handcock, Raftery and Tantrum

    Leslie, D. S., 1/03/2007, In: Journal of the Royal Statistical Society: Series A Statistics in Society. 170, 2, p. 328-329 2 p.

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

  98. Published

    Distances for Comparing Multisets and Sequences

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

    Research output: Working paper › Preprint

  99. Published

    Distributional change of monthly precipitation due to climate change: comprehensive examination of dataset in southeastern United States

    Wang, H., Killick, R. & Fu, X., 30/09/2014, In: Hydrological Processes. 28, 20, p. 5212-5219 8 p.

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

  100. Published

    Diversity as a Response to User Preference Uncertainty

    Edwards, J. A. & Leslie, D. S., 04/2018, Statistical Data Science. Adams, N. & Cohen, E. (eds.). World Scientific, p. 55-68 14 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter

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