Research output per year
Research output per year
Research output
- 1 - 50 out of 354 results
Search results
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2025
Accelerating Task Generalisation with Multi-Level Skill Hierarchies
Cannon, T. P. & Şimşek, Ö., 28 Apr 2025, The Thirteenth International Conference on Learning Representations. 43 p.Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding
Open AccessFile39 Downloads (Pure) -
A diffusion-based super resolution model for enhancing sonar images
Bryan, O., Berthomier, T., D’Ales, B., Furfaro, T., Haines, T. S. F., Pailhas, Y. & Hunter, A. J., 23 Jan 2025, In: Journal of the Acoustical Society of America (JASA). 157, 1, p. 509-518 10 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (SciVal) -
A geometric integration approach to smooth optimization: foundations of the discrete gradient method
Ehrhardt, M. J., Riis, E. S., Ringholm, T. & Schönlieb, C. B., 31 May 2025, In: IMA Journal of Numerical Analysis. 45, 3, p. 1269-1299 31 p.Research output: Contribution to journal › Article › peer-review
Open Access -
A Guide to Stochastic Optimisation for Large-Scale Inverse Problems
Ehrhardt, M. J., Kereta, Z., Liang, J. & Tang, J., 31 May 2025, In: Inverse Problems. 41, 5, 053001.Research output: Contribution to journal › Article › peer-review
Open Access86 Downloads (Pure) -
Automatic locally stationary time series forecasting with application to predicting UK gross value added time series
Killick, R., Knight, M. I., Nason, G. P., Nunes, M. & Eckley, I. A., 31 Jan 2025, In: Journal of the Royal Statistical Society: Series C - Applied Statistics. 74, 1, p. 18-33 qlae043.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (SciVal) -
Bilevel Learning with Inexact Stochastic Gradients
Salehi, M. S., Mukherjee, S., Roberts, L. & Ehrhardt, M. J., 17 May 2025, Scale Space and Variational Methods in Computer Vision - 10th International Conference, SSVM 2025, Proceedings. Bubba, T. A., Gaburro, R., Gazzola, S., Papafitsoros, K., Pereyra, M. & Schönlieb, C.-B. (eds.). Cham, Switzerland: Springer, p. 347-359 13 p. (Lecture Notes in Computer Science; vol. 15667 LNCS).Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding
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Discrete Anomalous Regions (DAR) - Going Beyond Heatmaps and Predicting Actionable Discrete Regions
D. J. Taylor, A., James Morrison, J., Tregidgo, P. & D. F. Campbell, N., 22 Jan 2025, Advances in Visual Computing : 19th International Symposium, ISVC 2024, Proceedings. Bebis, G., Patel, V., Gu, J., Panetta, J., Gingold, Y., Johnsen, K., Arefin, M. S., Dutta, S. & Biswas, A. (eds.). Cham, Switzerland: Springer, p. 322-334 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15047 LNCS).Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding
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Double and single stranded detection of 5-methylcytosine and 5-hydroxymethylcytosine with nanopore sequencing
Halliwell, D. O., Honig, F., Bagby, S., Roy, S. & Murrell, A., 15 Feb 2025, In: Communications Biology. 8, 1, 1 p., 243.Research output: Contribution to journal › Article › peer-review
Open Access -
Fast PET Reconstruction with Variance Reduction and Prior-Aware Preconditioning
Ehrhardt, M. J., Kereta, Z. & Schramm, G., 5 Jun 2025, arXiv.Research output: Working paper / Preprint › Preprint
File5 Downloads (Pure) -
Field-Portable Device for Detection of Controlled and Psychoactive Substances from e-Cigarettes
Gardner, M., Bowden, C., Manzoor, S., Cozier, G. E., Andrews, R. C., Craft, S., Skumlien, M., Sunderland, P., Tooth, T., Collins, P., Power, A., Haines, T. S. F., Freeman, T. P., Scott, J., Sutcliffe, O. B., Bowman, R. W., Husbands, S. M. & Pudney, C. R., 4 Mar 2025, In: ACS OMEGA. 10, 8, p. 7839-7847Research output: Contribution to journal › Article › peer-review
Open Access -
Field-Portable Technology for Illicit Drug Discrimination via Deep Learning of Hybridized Reflectance/Fluorescence Spectroscopic Fingerprints
Power, A., Gardner, M., Andrews, R., Cozier, G., Kumar, R., Freeman, T. P., Blagbrough, I. S., Sunderland, P., Scott, J., Frinculescu, A., Shine, T., Taylor, G., Norman, C., Ménard, H., Daéid, N. N., Sutcliffe, O. B., Husbands, S. M., Bowman, R. W., Haines, T. S. F. & Pudney, C. R., 20 May 2025, In: Analytical Chemistry. 97, 19, p. 10163-10172Research output: Contribution to journal › Article › peer-review
Open Access -
G-Adaptivity: optimised graph-based mesh relocation for finite element methods
Rowbottom, J., Maierhofer, G., Deveney, T., Müller, E., Paganini, A., Schratz, K., Lio, P., Schönlieb, C.-B. & Budd, C., 1 May 2025, (Acceptance date).Research output: Contribution to conference › Paper › peer-review
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Gaussian Process Diffeomorphic Statistical Shape Modelling Outperforms Angle-Based Methods for Assessment of Hip Dysplasia
Paul, A., Grammatopoulos, G., Rambojun, A., Campbell, N. D. F., Gill, H. S. & Shardlow, T., 5 Jun 2025, arXiv.Research output: Working paper / Preprint › Preprint
File2 Downloads (Pure) -
Hadamard--Langevin dynamics for sampling the l1 prior
Cheltsov, I., Cornalba, F., Poon, C. & Shardlow, T., 9 Feb 2025, (Submitted) arXiv, (ArXiv e-prints).Research output: Working paper / Preprint › Preprint
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How well can we measure chronic pain impact in existing longitudinal cohort studies? Lessons learned
Vitali, D., Williams, A. C. D. C., McBeth, J. & Nunes, M., 31 Jan 2025, In: Journal of Pain. 26, 104679.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (SciVal) -
Improving Met Office Weather and Climate Forecasts with Bespoke Multigrid Solvers
Malcolm, A., Müller, E. H. & Scheichl, R., 23 Apr 2025, More UK Success Stories in Industrial Mathematics. Ashton, P. J. (ed.). Cham, Switzerland: Springer, p. 3-8 6 p. (Mathematics in Industry; vol. 42).Research output: Chapter or section in a book/report/conference proceeding › Book chapter
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Potentially inappropriate polypharmacy is an important predictor of 30-day emergency hospitalisation in older adults: a machine learning feature validation study
Olender, R. T., Roy, S. & Nishtala, P. S., 30 Jun 2025, In: Age and Ageing. 54, 6, afaf156.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Downloads (Pure) -
Randomized Primal-Dual Algorithm with Arbitrary Sampling: Convergence Theory and Applications to Parallel MRI
Gutierrez Castillo, E., Delplancke, C. & Ehrhardt, M., 17 Apr 2025, In: Journal of Mathematical Imaging and Vision . 67, 3, 25.Research output: Contribution to journal › Article › peer-review
Open Access -
Smoothed Moreau-Yosida Tensor Train Approximation of State-constrained Optimization Problems under Uncertainty
Onwunta, A. & Dolgov, S., 27 May 2025, (Acceptance date) In: Numerical Linear Algebra with Applications.Research output: Contribution to journal › Article › peer-review
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Sparse Randomized Approximation of Normal Cycles
Paul, A., Campbell, N. & Shardlow, T., 2 Mar 2025, (Unpublished) arXiv.Research output: Working paper / Preprint › Preprint
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Stochastic Primal-Dual Three Operator Splitting Algorithm with Extension to Equivariant Regularization-by-Denoising
Tang, J., Ehrhardt, M. J. & Schönlieb, C. B., 17 May 2025, Scale Space and Variational Methods in Computer Vision - 10th International Conference, SSVM 2025, Proceedings. Bubba, T. A., Gaburro, R., Gazzola, S., Papafitsoros, K., Pereyra, M. & Schönlieb, C.-B. (eds.). Cham, Switzerland: Springer, p. 30-41 12 p. (Lecture Notes in Computer Science; vol. 15668 LNCS).Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding
Open Access -
The potential and challenges of AI for collective intelligence
Riedl, C., Cremer, D. D., Lucarelli, G., Antoine-Souklaye, E., Bullock, S., Ajmeri, N., Batty, M., Black, M., Cartlidge, J., Challen, R., Chen, C., Chen, J., Condell, J., Danon, L., Dennett, A., Heppenstall, A., Marshall, P., Morgan, P., O’Kane, A. & Smith, L. G. & 4 others, , 17 Feb 2025, In: Collective Intelligence. 4, 1Research output: Contribution to journal › Article › peer-review
Open Access -
2024
A Bayesian expert system for additive manufacturing design assessment
Rogers, B. A., Campbell, N., Dhanda, M., Lunt, A. J. G., Pegg, E. C. & Dhokia, V., 31 May 2024, In: Proceedings of the Design Society. 4, p. 1809-1818 10 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Accelerated Convergent Motion Compensated Image Reconstruction
Delplancke, C., Thielemans, K. & Ehrhardt, M. J., 14 Oct 2024, arXiv.Research output: Working paper / Preprint › Preprint
File22 Downloads (Pure) -
Accelerated modelling of moisture diffusion controlled drying using coupled physics informed neural network.
Barnard, J., Chew, J., Perera, S., Şimşek, Ö., Balquis, K. & Barker, J., 31 May 2024, In: Food and Bioproducts Processing. 145, p. 67-77 11 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (SciVal)25 Downloads (Pure) -
Adaptive wavelet domain principal component analysis for nonstationary time series
Knight, M. I., Nunes, M. A. & Hargreaves, J. K., 31 Mar 2024, In: Journal of Computational and Graphical Statistics. 33, 3, p. 941-954 14 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (SciVal)14 Downloads (Pure) -
An adaptively inexact first-order method for bilevel optimization with application to hyperparameter learning
Salehi, M. S., Mukherjee, S., Roberts, L. & Ehrhardt, M. J., 16 Nov 2024, arXiv.Research output: Working paper / Preprint › Preprint
Open AccessFile39 Downloads (Pure) -
An Adaptively Inexact Method for Bilevel Learning Using Primal-Dual Style Differentiation
Bogensperger, L., Ehrhardt, M. J., Pock, T., Salehi, M. S. & Wong, H. S., 9 Dec 2024, arXiv.Research output: Working paper / Preprint › Preprint
File17 Downloads (Pure) -
Analyzing inexact hypergradients for bilevel learning
Ehrhardt, M. J. & Roberts, L., 31 Jan 2024, In: IMA Journal of Applied Mathematics. 89, 1, p. 254-278 25 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (SciVal)125 Downloads (Pure) -
A new Gaussian Process based model for non-linear wave loading on vertical cylinders
Tang, T., Ryan, G., Ding, H., Chen, X., Zang, J., Taylor, P. H. & Adcock, T. A. A., 31 Mar 2024, In: Coastal Engineering. 188, 104427.Research output: Contribution to journal › Article › peer-review
Open AccessFile10 Citations (SciVal)161 Downloads (Pure) -
A Primal-dual algorithm for image reconstruction with ICNNs
Wong, H. S., Ehrhardt, M. J. & Mukherjee, S., 16 Oct 2024, arXiv.Research output: Working paper / Preprint › Preprint
File50 Downloads (Pure) -
Artificial intelligence for collective intelligence: a national-scale research strategy
Bullock, S., Ajmeri, N., Batty, M., Black, M., Cartlidge, J., Challen, R., Chen, C., Chen, J., Condell, J., Danon, L., Dennet, A., Heppenstal, A., Marshall, P., Morgan, P., O'Kane, A., Smith, L. G. E., Smith, T. & Williams, H., 2 Dec 2024, In: The Knowledge Engineering Review. 39, p. 1-19 19 p., e10.Research output: Contribution to journal › Article › peer-review
Open Access -
Bilevel Learning with Inexact Stochastic Gradients
Salehi, M. S., Mukherjee, S., Roberts, L. & Ehrhardt, M. J., 16 Dec 2024, (Submitted) arXiv.Research output: Working paper / Preprint › Preprint
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Camera Chameleon - The Creative Impact of Tracked Tangible Interfaces for Virtual Film Pre-Production
Kerr, W., Jicol, C., Haines, T. S. F. & Li, W., 30 Sept 2024, 2024 IEEE International Conference on Multimedia and Expo, ICME 2024. U. S. A.: IEEE, p. 1-6 (Proceedings - IEEE International Conference on Multimedia and Expo).Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding
Open AccessFile60 Downloads (Pure) -
Career lengths of members of parliament in mixed-member proportional electoral systems
Coffé, H., Givens, J. & Ehrhardt, B., 31 Jan 2024, In: Journal of Legislative Studies. 30, 1, p. 44-58Research output: Contribution to journal › Article › peer-review
Open Access -
Clustering analysis across different speeds reveals two distinct running techniques with no differences in running economy
Rivadulla, A. R., Chen, X., Cazzola, D., Trewartha, G. & Preatoni, E., 11 Jul 2024, (E-pub ahead of print) In: Sports Biomechanics.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (SciVal)146 Downloads (Pure) -
Complex extension of optical flow and its practical evaluation for undersampled dynamic MRI
Ehrhardt, M. J. & Mauritz, M., 17 Dec 2024, arXiv.Research output: Working paper / Preprint › Preprint
File18 Downloads (Pure) -
Computational methods for large-scale inverse problems: a survey on hybrid projection methods
Chung, J. & Gazzola, S., 31 May 2024, In: Siam Review. 66, 2, p. 205-284 80 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile13 Citations (SciVal)276 Downloads (Pure) -
Consumer-priced wearable sensors combined with deep learning can be used to accurately predict ground reaction forces during various treadmill running conditions
Carter, J., Chen, X., Cazzola, D., Trewartha, G. & Preatoni, E., 29 Aug 2024, In: PeerJ. 12, 8, e17896.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (SciVal)67 Downloads (Pure) -
Coupling Analysis of the Asymptotic Behaviour of a Primal-Dual Langevin Algorithm
Burger, M., Ehrhardt, M. J., Kuger, L. & Weigand, L., 28 May 2024, (Submitted) arXiv, 33 p.Research output: Working paper / Preprint › Preprint
File22 Downloads (Pure) -
Creating Multi-Level Skill Hierarchies in Reinforcement Learning
Evans, J. B. & Şimşek, Ö., 16 Jan 2024. 13 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile120 Downloads (Pure) -
Data Informed Model Test Design With Machine Learning – An Example in Nonlinear Wave Load on a Vertical Cylinder
Tang, T., Ding, H., Dai, S., Chen, X., Taylor, P. H., Zang, J. & Adcock, T. A. A., 1 Apr 2024, In: Journal of Offshore Mechanics and Arctic Engineering. 146, 2, 9 p., 021204 .Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (SciVal)50 Downloads (Pure) -
Data should be made as simple as possible but not simpler: the method chosen for dimensionality reduction and its parameters can affect the clustering of runners based on their kinematics
Rivadulla, A., Chen, X., Cazzola, D., Trewartha, G. & Preatoni, E., 31 Dec 2024, In: Journal of Biomechanics. 177, 112433.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (SciVal)34 Downloads (Pure) -
DEEP IMPORTANCE SAMPLING USING TENSOR TRAINS WITH APPLICATION TO A PRIORI AND A POSTERIORI RARE EVENTS
Cui, T., Dolgov, S. & Scheichl, R., 29 Feb 2024, In: SIAM Journal on Scientific Computing. 46, 1, p. C1-C29Research output: Contribution to journal › Article › peer-review
Open Access143 Downloads (Pure) -
Designing stable neural networks using convex analysis and ODEs
Sherry, F., Celledoni, E., Ehrhardt, M. J., Murari, D., Owren, B. & Schönlieb, C. B., 31 Jul 2024, In: Physica D: Nonlinear Phenomena. 463, 134159.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (SciVal) -
Drug Burden Index is a Modifiable Predictor of 30-Day-Hospitalization in Community-Dwelling Older Adults with Complex Care Needs: Machine Learning Analysis of InterRAI Data
Olender, R. T., Roy, S., Jamieson, H. A., Hilmer, S. N. & Nishtala, P. S., 1 Aug 2024, In: Journal of Gerontology: series A - Medical Sciences. 79, 8, glae130.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (SciVal)8 Downloads (Pure) -
Editorial Forward to the Special Issue on “The Applied Mathematics of Machine Learning”
Lesnic, D. & Ehrhardt, M. J., 20 May 2024, In: IMA Journal of Applied Mathematics. 89, 1, p. 1 1 p.Research output: Contribution to journal › Editorial
Open Access -
Efficient gradient-based methods for bilevel learning via recycling Krylov subspaces
Ehrhardt, M. J., Gazzola, S. & Scott, S. J., 11 Dec 2024, arXiv.Research output: Working paper / Preprint › Preprint
File16 Downloads (Pure) -
Efficient learning methods for large-scale optimal inversion design
Chung, J., Chung, M., Gazzola, S. & Pasha, M., 31 Mar 2024, In: Numerical Algebra, Control and Optimization. 14, 1, p. 143-165 23 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (SciVal)73 Downloads (Pure) -
Estimating joint moments during treadmill running using various consumer based wearable sensor locations
Carter, J., Chen, X., Cazzola, D., Trewartha, G. & Preatoni, E., 5 Mar 2024, (Acceptance date) ISBS Proceedings Archives: 42nd International Conference on Biomechanics in Sports (2024) Salzburg, Austria, July 15-19, 2024. International Society of Biomechanics in Sports (ISBS), 4 p.Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding
Open Access