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  1. Published

    Parameter estimation for state space models using sequential Monte Carlo algorithms

    Nemeth, C., 2014, Lancaster University. 204 p.

    Research output: Thesis › Doctoral Thesis

  2. Published

    Parallelization of a Common Changepoint Detection Method

    Tickle, S., Eckley, I., Fearnhead, P. & Haynes, K., 1/04/2020, In: Journal of Computational and Graphical Statistics. 29, 1, p. 149-161 13 p.

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

  3. Published

    Overcoming Indecision by Changing the Decision Boundary

    Malhotra, G., Leslie, D. S., Ludwig, C. J. H. & Bogacz, R., 06/2017, In: Journal of Experimental Psychology: General. 146, 6, p. 776-805 30 p.

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

  4. Published

    Optimistic planning for the stochastic knapsack problem

    Pike-Burke, C. & Grunewalder, S., 20/04/2017, Proceedings of the 20th International Conference on Artificial Intelligence and Statistics. p. 1114-1122 9 p. (Proceedings of Machine Learning Research; vol. 54).

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

  5. Published

    Optimistic Bayesian sampling in contextual-bandit problems

    May, B. C., Korda, N., Lee, A. & Leslie, D. S., 06/2012, In: Journal of Machine Learning Research. 13, p. 2069-2106 37 p.

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

  6. Published

    Optimality of LSTD and its relation to MC

    Grunewalder, S., Hochreiter, S. & Obermayer, K., 2007, International Joint Conference on Neural Networks, 2007. IJCNN 2007. IEEE

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

  7. 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

  8. 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

  9. Published

    On Thompson Sampling for Smoother-than-Lipschitz Bandits

    Grant, J. A. & Leslie, D. S., 26/08/2020, 23rd International Conference on Artificial Intelligence and Statistics. Proceedings of Machine Learning Research, p. 2612-2622 11 p. (Proceedings of Machine Learning Research; vol. 108).

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

  10. Published

    On the spatial dependence of extreme ocean storm seas

    Ross, E., Kereszturi, M., van Nee, M., Randell, D. & Jonathan, P., 15/11/2017, In: Ocean Engineering. 145, Supplement C, p. 359-372 14 p.

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

  11. Published

    On the identification and mitigation of weaknesses in the Knowledge Gradient policy for multi-armed bandits

    Edwards, J., Fearnhead, P. & Glazebrook, K. D., 04/2017, In: Probability in the Engineering and Informational Sciences. 31, 2, p. 239-263 25 p.

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

  12. Published

    On the asymptotic efficiency of approximate Bayesian computation estimators

    Li, W. & Fearnhead, P., 1/06/2018, In: Biometrika. 105, 2, p. 285-299 15 p.

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

  13. Published

    On similarities between inference in game theory and machine learning

    Rezek, I., Leslie, D. S., Reece, S., Roberts, S. J., Rogers, A., Dash, R. K. & Jennings, N. R., 2008, In: Journal of Artificial Intelligence Research. 33, p. 259-283 24 p.

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

  14. Published

    On optimal multiple changepoint algorithms for large data

    Maidstone, R., Hocking, T., Rigaill, G. & Fearnhead, P., 31/03/2017, In: Statistics and Computing. 27, p. 519-533 14 p.

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

  15. Published

    On optimal multiple changepoint algorithms for large data

    Maidstone, R., Hocking, T., Rigaill, G. & Fearnhead, P., 5/09/2014, In: arxiv.org.

    Research output: Contribution to Journal/Magazine › Journal article

  16. 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

  17. 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

  18. Published

    Novel Methods for Efficient Changepoint Detection

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

    Research output: Thesis › Doctoral Thesis

  19. Published

    Nonparametric multiple change point estimation in highly dependent time series

    Khaleghi, A. & Ryabko, D., 21/03/2016, In: Theoretical Computer Science. 620, p. 119-133 15 p.

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

  20. Published

    Nonparametric estimation of the distribution function in contingent valuation models

    Leslie, D. S., Kohn, R. & Fiebig, D. G., 1/09/2009, In: Bayesian Analysis. 4, 3, p. 573-598 15 p.

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

  21. Published

    MUMBO: MUlti-task Max-value Bayesian Optimization

    Moss, H. B., Leslie, D. S. & Rayson, P., 14/09/2020, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2020, Proceedings. Hutter, F., Kersting, K., Lijffijt, J. & Valera, I. (eds.). Cham: Springer, p. 447-462 16 p. (Lecture Notes in Computer Science; vol. 12459).

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

  22. Published

    Multivariate Locally Stationary Wavelet Analysis with the mvLSW R Package

    Taylor, S. A. C., Park, T. A. & Eckley, I. A., 9/08/2019, In: Journal of Statistical Software. 90, 11, 19 p.

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

  23. Published

    Multivariate locally stationary 2D wavelet processes with application to colour texture analysis

    Taylor, S., Eckley, I. A. & Nunes, M. A., 07/2017, In: Statistics and Computing. 27, 4, p. 1129-1143 15 p.

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

  24. Published

    Multi-rate Threshold FlipThem

    Leslie, D. S., Sherfield, C. L. & Smart, N. P., 12/08/2017, Computer Security – ESORICS 2017: Lecture Notes in Computer Science, vol 10493. Foley, S., Gollmann, D. & Snekkenes, E. (eds.). Springer, p. 174-190 17 p. (Lecture Notes in Computer Science; vol. 10493).

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

  25. 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

  26. Published

    Movement activity based classification of animal behaviour with an application to data from cheetah (Acinonyx jubatus)

    Grunewalder, S., Broekhuis, F., MacDonald, D. W., Wilson, A. M., McNutt, J. W., Shawe-Taylor, J. & Hailes, S., 19/11/2012, In: PLoS ONE. 7, 11, 11 p., 49120.

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

  27. Published

    Motor unit number estimation via sequential Monte Carlo

    Taylor, S., Sherlock, C., Ridall, G. & Fearnhead, P., 1/04/2020, In: Computational Statistics and Data Analysis. 144, 16 p., 106845.

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

  28. 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

  29. Published

    Modelling transition dynamics in MDPs with RKHS embeddings

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

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

  30. Published

    Modelling Populations of Interaction Networks via Distance Metrics

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

    Research output: Working paper › Preprint

  31. Published

    Modeling Short-term Noise Dependence of Spike Counts in Macaque Prefrontal Cortex

    Onken, A., Grunewalder, S., Munk, M. & Obermayer, K., 2008, Advances in Neural Information Processing Systems 21 (NIPS 2008).

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

  32. Published

    Modeling of Waiting Lists for Chronic Heart Failure in the Wake of the Covid-19 Pandemic

    Wise, A., Heib, A., Morgan, L., Currie, C., Champneys, A., Nadarajah, R., Gale, C. & Mamas, M., 23/02/2022, 2021 Winter Simulation Conference, WSC 2021. IEEE, p. 1-11 11 p. 9715505. (Proceedings - Winter Simulation Conference; vol. 2021-December).

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

  33. Published

    Model switching and model averaging in time-varying parameter regression models

    Gonzalez Belmonte, M. A. & Koop, G., 2014, Bayesian model comparision. Emerald Group Publishing Ltd., p. 45-69 25 p. (Advances in Econometrics; vol. 34).

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

  34. Published

    Mixed-strategy learning with continuous action sets

    Perkins, S., Mertikopoulos, P. & Leslie, D. S., 01/2017, In: IEEE Transactions on Automatic Control. 62, 1, p. 379-384 6 p.

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

  35. Published

    Minimum Density Hyperplanes

    Pavlidis, N. G., Hofmeyr, D. & Tasoulis, S., 28/09/2016, In: Journal of Machine Learning Research. 17, 156, p. 1-33 33 p.

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

  36. Published

    Merging MCMC subposteriors through Gaussian-Process Approximations

    Nemeth, C. & Sherlock, C. G., 03/2018, In: Bayesian Analysis. 13, 2, p. 507-530 24 p.

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

  37. Published

    Maximum Clusterability Divisive Clustering

    Hofmeyr, D. & Pavlidis, N. G., 7/12/2015, Computational Intelligence, 2015 IEEE Symposium Series on . Cape Town: IEEE, p. 780-786 7 p.

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

  38. Forthcoming

    Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows

    Cabezas Gonzalez, A., Sharrock, L. & Nemeth, C., 25/09/2024, (Accepted/In press) In: Advances in Neural Information Processing Systems.

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

  39. Published

    Long memory and changepoint models: a spectral classification procedure

    Norwood, B. & Killick, R. C., 31/03/2018, In: Statistics and Computing. 28, 2, p. 291-302 12 p.

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

  40. 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

  41. E-pub ahead of print

    Limit theory and robust evaluation methods for the extremal properties of GARCH(p, q) processes

    Laurini, F., Fearnhead, P. & Tawn, J., 1/11/2022, (E-pub ahead of print) In: Statistics and Computing. 32, 6

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

  42. Published

    Learning to Rank under Multinomial Logit Choice

    Grant, J. A. & Leslie, D. S., 7/09/2020, In: arXiv.org.

    Research output: Contribution to Journal/Magazine › Journal article

  43. Forthcoming

    Learning Rate Free Bayesian Inference in Constrained Domains

    Sharrock, L., Mackey, L. & Nemeth, C., 21/09/2023, (Accepted/In press) In: Advances in Neural Information Processing Systems. 37

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

  44. Published

    Learning in unknown reward games: application to sensor networks

    Chapman, A. C., Leslie, D. S., Rogers, A. & Jennings, N. R., 1/06/2014, In: The Computer Journal. 57, 6, p. 875-892 18 p.

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

  45. Published

    Latent Space Representations of Hypergraphs

    Turnbull, K., Lunagomez Coria, S., Nemeth, C. & Airoldi, E., 1/09/2019, In: arxiv.org.

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

  46. Published

    Latent Space Modelling of Hypergraph Data

    Turnbull, K., Lunagomez, S., Nemeth, C. & Airoldi, E., 31/10/2024, In: Journal of the American Statistical Association. 119, 548, p. 2634-2646 13 p.

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

  47. 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

  48. Published

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

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

    Research output: Thesis › Doctoral Thesis

  49. 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

  50. Published

    Just browsing? understanding user journeys in online TV

    Elkhatib, Y., Killick, R., Mu, M. & Race, N., 11/2014, MM '14 Proceedings of the ACM International Conference on Multimedia. New York: ACM, p. 965-968 4 p.

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

  51. Published

    Ivanov-Regularised Least-Squares Estimators over Large RKHSs and Their Interpolation Spaces

    Page, S. & Grunewalder, S., 2017, In: arXiv.

    Research output: Contribution to Journal/Magazine › Journal article

  52. Published

    Ivanov-Regularised Least-Squares Estimators over Large RKHSs and Their Interpolation Spaces

    Page, S. & Grunewalder, S., 1/09/2019, In: Journal of Machine Learning Research. 20, p. 1-49 49 p.

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

  53. Published

    IoTNetSim: A Modelling and Simulation Platform for End-to-End IoT Services and Networking

    Salama, M., Elkhatib, Y. & Blair, G., 1/12/2019, Proceedings of IEEE/ACM 12th International Conference on Utility and Cloud Computing. ACM, p. 251–261 11 p.

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

  54. Published

    Investigating the Non-Stationary Bandit problem

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

    Research output: Thesis › Doctoral Thesis

  55. Published

    Innovative and Additive Outlier Robust Kalman Filtering with a Robust Particle Filter

    Fisch, A., Eckley, I. & Fearnhead, P., 31/01/2022, In: IEEE Transactions on Signal Processing. 70, p. 47-56 10 p.

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

  56. Published

    Information theory and observational limitations in decision making

    Wolpert, D. & Leslie, D. S., 2012, In: BE Journal of Theoretical Economics. 12, 1

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

  57. 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

  58. Published

    Inference on extended-spectrum beta-lactamase Escherichia coli and Klebsiella pneumoniae data through SMC2

    Rimella, L., Alderton, S., Sammarro, M., Rowlingson, B., Cocker, D., Feasey, N., Fearnhead, P. & Jewell, C., 30/11/2023, In: Journal of the Royal Statistical Society: Series C (Applied Statistics). 72, 5, p. 1435–1451

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

  59. Published

    Inference for reaction networks using the linear noise approximation

    Fearnhead, P., Giagos, V. & Sherlock, C., 2014, In: Biometrics. 70, p. 457-466 10 p.

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

  60. Published

    Inference and decision making in large weakly dependent graphical models

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

    Research output: Thesis › Doctoral Thesis

  61. Published

    Inducing point allocation for sparse Gaussian processes in high-throughput Bayesian optimisation

    Moss, H. B., Ober, S. W. & Picheny, V., 25/04/2023, International Conference on Artificial Intelligence and Statistics. PMLR, Vol. 206. p. 5213-5230 18 p. (Proceedings of Machine Learning Research).

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

  62. Published

    Individual Q-learning in normal form games

    Leslie, D. S. & Collins, E. J., 1/01/2005, In: SIAM Journal on Control and Optimization. 44, 2, p. 495-514 20 p.

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

  63. 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

  64. Published

    High-dimensional time series segmentation via factor-adjusted vector autoregressive modelling

    Cho, H., Maeng, H., Eckley, I. A. & Fearnhead, P., 2/07/2024, In: Journal of the American Statistical Association. 119, 547, p. 2038-2050 13 p.

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

  65. Published

    Hierarchical shrinkage in time-varying parameter models

    Gonzalez Belmonte, M. A., Koop, G. & Korobilis, D., 01/2014, In: Journal of Forecasting. 33, 1, p. 80–94 15 p.

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

  66. 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

  67. Published

    gfpop: An R Package for Univariate Graph-Constrained Change-Point Detection

    Runge, V., Hocking, T. D., Romano, G., Afghah, F., Fearnhead, P. & Rigaill, G., 27/03/2023, In: Journal of Statistical Software. 106, 6, p. 1–39 39 p.

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

  68. 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

  69. Published

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

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

    Research output: Thesis › Doctoral Thesis

  70. Published

    Generalized Functional Pruning Optimal Partitioning (GFPOP) for Constrained Changepoint Detection in Genomic Data

    Hocking, T. D., Rigaill, G., Fearnhead, P. & Bourque, G., 7/02/2022, In: Journal of Statistical Software. 101, 10, 31 p.

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

  71. 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

  72. Published

    Generalised weakened fictitious play

    Leslie, D. S. & Collins, E. J., 1/08/2006, In: Games and Economic Behavior. 56, 2, p. 285-298 13 p.

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

  73. Published

    Generalised linear mixed model analysis via sequential Monte Carlo sampling

    Fan, Y., Leslie, D. S. & Wand, M. P., 1/01/2008, In: Electronic Journal of Statistics. 2, p. 916-938 22 p.

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

  74. Published

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

    Fairbrother, J., Nemeth, C., Pinder, T., Rischard, M. & Brea, J., 30/04/2022, In: Journal of Statistical Software. 102, 1, p. 1-36 36 p.

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

  75. Published

    Gaussian Processes on Hypergraphs

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

    Research output: Working paper › Preprint

  76. Published

    Gaussian process emulation of an individual-based model simulation of microbial communities

    Oyebamiji, O. K., Wilkinson, D. J., Jayathilake, P. G., Curtis, T. P., Rushton, S. P., Li, B. & Gupta, P., 1/09/2017, In: Journal of Computational Science. 22, p. 69-84 16 p.

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

  77. 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

  78. Published

    Filtered Poisson process bandit on a continuum

    Grant, J. & Szechtman, R., 31/12/2021, In: European Journal of Operational Research. 295, 2, p. 575-586 12 p.

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

  79. Published

    FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms

    Moss, H. B., Moore, A., Leslie, D. S. & Rayson, P., 30/07/2019, Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics. Stroudsburg PA: Association for Computational Linguistics, p. 2920-2930 11 p.

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

  80. Forthcoming

    Federated χ-armed Bandit with Flexible Personalisation

    Arabzadeh, A., Grant, J. A. & Leslie, D. S., 27/11/2024, (Accepted/In press) In: Transactions on Machine Learning Research. 2024, 15 p.

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

  81. Published

    Federated $\mathcal{X}$-armed Bandit with Flexible Personalisation

    Arabzadeh, A., Grant, J. A. & Leslie, D. S., 11/09/2024, Arxiv.

    Research output: Working paper › Preprint

  82. Published

    Fast Online Changepoint Detection via Functional Pruning CUSUM Statistics

    Romano, G., Eckley, I. A., Fearnhead, P. & Rigaill, G., 31/03/2023, In: Journal of Machine Learning Research. 24, p. 1-36 36 p.

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

  83. Published

    Fast Nonconvex Deconvolution of Calcium Imaging Data

    Jewell, S., Hocking, T. D., Fearnhead, P. & Witten, D., 8/02/2019, In: Biostatistics. 21, 4

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

  84. Published

    Exploration and exploitation in Bayes sequential decision problems

    Edwards, J., 2016, Lancaster University. 160 p.

    Research output: Thesis › Doctoral Thesis

  85. 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

  86. Published

    Evolution of supraglacial lakes on the Larsen B ice shelf in the decades before it collapsed

    Leeson, A. A., Forster, E., Rice, A., Gourmelen, N. & Wessem, J. M., 28/02/2020, In: Geophysical Research Letters. 47, 4, e2019GL085591.

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

  87. 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

  88. Published

    Evaluation of extremal properties of GARCH(p,q) processes

    Laurini, F., Fearnhead, P. & Tawn, J. A., 19/08/2019, In: arxiv.org.

    Research output: Contribution to Journal/Magazine › Journal article

  89. Published

    Estimating time-evolving partial coherence between signals via multivariate locally stationary wavelet processes

    Park, T. A., Eckley, I. & Ombao, H., 15/10/2014, In: IEEE Transactions on Signal Processing. 62, 20, p. 5240 - 5250 11 p.

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

  90. Published

    Estimating the relative rate of recombination to mutation in bacteria from single-locus variants using composite likelihood methods

    Fearnhead, P., Yu, S., Biggs, P., Holland, B. & French, N., 1/03/2015, In: Annals of Applied Statistics. 9, 1, p. 200-224

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

  91. Published

    Estimating the population local wavelet spectrum with application to non-stationary functional magnetic resonance imaging time series

    Gott, A., Eckley, I. & Aston, J., 20/12/2015, In: Statistics in Medicine. 34, 29, p. 3901-3915 15 p.

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

  92. Published

    Equity Premium Forecasts with an Unknown Number of Structural Breaks

    Smith, S. C., Bulkley, G. & Leslie, D. S., 1/01/2020, In: Journal of Financial Econometrics. 18, 1, p. 59-94 36 p.

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

  93. Published

    Equilibrium selection in potential games with noisy rewards

    Leslie, D. S. & Marden, J. R., 2011, Network Games, Control and Optimization (NetGCooP), 2011 5th International Conference on. IEEE, p. 1-4 4 p.

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

  94. Published

    Emulating global climate change impacts on crop yields

    Oyebamiji, O. K., Edwards, N., Holden, P., Garthwaite, P., Schaphoff, S. & Gerten, D., 18/01/2015, In: Statistical Modelling. 15, 6, p. 499-525 27 p.

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

  95. 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

  96. Published

    Efficient search methods for high dimensional time-series

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

    Research output: Thesis › Doctoral Thesis

  97. Published

    Efficient computation of the volume of a polytope in high-dimensions using Piecewise Deterministic Markov Processes

    Chevallier, A., Cazals, F. & Fearnhead, P., 28/03/2022, In: Proceedings of Machine Learning Research. 151, p. 10146-10160 15 p.

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

  98. 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

  99. Published

    Efficient and generalizable tuning strategies for stochastic gradient MCMC

    Coullon, J., South, L. & Nemeth, C., 30/06/2023, In: Statistics and Computing. 33, 3, 66.

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

  100. Published

    Efficient analysis of data streams

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

    Research output: Thesis › Doctoral Thesis

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