Centre for Mathematics and Algorithms for Data (MAD)

Websitehttps://mathematics-and-algorithms-for-data.github.io/

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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
2023
The Temporal Persistence of Generative Language Models in Sentiment Analysis
Medina-Alias, P. & Şimşek, Ö., 21 Sept 2023, In: CEUR Workshop Proceedings. 3497, p. 2458-2468 11 p.
Research output: Contribution to journal › Conference article › peer-review

Open Access
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77 Downloads (Pure)
2022
Automatic recognition of underwater munitions from multi-view sonar surveys using semi supervised machine learning: a simulation study
Bryan, O., Hunter, A. J., Haines, T. S. F., Hansen, R. E. & Warakagoda, N., 31 Dec 2022, In: Proceedings of Meetings on Acoustics. 47, 1, 070018.
Research output: Contribution to journal › Conference article › peer-review

Open Access
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5 Citations (SciVal)

94 Downloads (Pure)
Cell Anomaly Localisation using Structured Uncertainty Prediction Networks
Vodenicharski, B., McDermott, S., Webber, K., Introini, V., Cicuta, P., Bowman, R., Simpson, I. J. A. & Campbell, N. D. F., 8 Jul 2022, In: Proceedings of Machine Learning Research. 172, p. 1285-1300 16 p.
Research output: Contribution to journal › Conference article › peer-review

Open Access
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35 Downloads (Pure)
Optimizing semilinear representations for State-dependent Riccati Equation-based feedback control
Dolgov, S., Kalise, D. & Saluzzi, L., 31 Dec 2022, In: IFAC-PapersOnLine. 55, 30, p. 510-515 6 p.
Research output: Contribution to journal › Conference article › peer-review

Open Access
3 Citations (SciVal)
2021
Deep learning as optimal control problems
Benning, M., Celledoni, E., Ehrhardt, M. J., Owren, B. & Schonlieb, C. B., 31 Dec 2021, In: IFAC-PapersOnLine. 54, 9, p. 620-623 4 p.
Research output: Contribution to journal › Conference article › peer-review

Open Access
7 Citations (SciVal)
2020

Effects of spatial encoding strategies on 2D and 3D magnetic resonance fingerprinting
Cencini, M., Gomez, P., Golbabaee, M. & al, E., 2020, In: Magnetic Resonance in Medicine .
Research output: Contribution to journal › Conference article › peer-review
Efficient Hyperparameter Tuning with Dynamic Accuracy Derivative-Free Optimization
Ehrhardt, M. J. & Roberts, L., 6 Nov 2020, In: 12th OPT Workshop on Optimization for Machine Learning at NeurIPS 2020.
Research output: Contribution to journal › Conference article › peer-review

Open Access
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