Research output per year
Research output per year
Personal profile
My group
Research Group(s)
Research interests
Machine Learning.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Unknown, PhD Computer Science: Diversity in Neural Network Ensembles, University of Birmingham
1 Sep 1998 → 1 Sep 2003
Award Date: 1 Jul 2004
Research Beacons, Institutes and Platforms
- Institute for Data Science and AI
- Digital Futures
- Christabel Pankhurst Institute
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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A surrogate machine learning model for advanced gas-cooled reactor graphite core safety analysis
Jones, H. R., Mu, T., Kudawoo, D., Brown, G., Martinuzzi, P. & Mclachlan, N., 15 Aug 2022, In: Nuclear Engineering and Design. 395, 111842.Research output: Contribution to journal › Article › peer-review
Open AccessFile6 Downloads (Pure) -
Bias-Variance Decompositions for Margin Losses
Wood, D., Mu, T. & Brown, G., 29 Mar 2022, Proceedings of the 25th International Conference on Artificial Intelligence and Statistics (AISTATS) 2022,.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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EnnCore: End-to-End Conceptual Guarding of Neural Architectures
Manino, E., Carvalho, D., Dong, Y., Rozanova, J., Song, X., Mustafa, M. A., Freitas, A., Brown, G., Luján, M., Huang, X. & Cordeiro, L., 7 Dec 2021, (Accepted/In press) AAAI's Workshops on Artificial Intelligence Safety (SafeAI) .Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A hardwired machine learning processing engine fabricated with submicron metal-oxide thin-film transistors on a flexible substrate
Ozer, E., Kufel, J., Myers, J., Biggs, J., Brown, G., Rana, A., Sou, A., Ramsdale, C. & White, S., 6 Jul 2020, In: Nature Electronics. 3, 7, p. 419-425 7 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile367 Downloads (Pure) -
Dashing Hopes? The Predictive Accuracy of Domestic Abuse Risk Assessment by Police?
Turner, E., Medina-Ariza, J. & Brown, G., 13 Jun 2019, In: The British Journal of Criminology. 59, 5, p. 1013-1034Research output: Contribution to journal › Article › peer-review
Open Access
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Centre for Digital Trust and Society
Barrett, E., Allmendinger, R., Elliot, M., Lord, N., Cordeiro, L., Gibson, R., Papamarkou, T., Dresner, D., Buil Gil, D., Aldridge, J., Duncan, P., Banach, R., Brown, G., Dennis, L., Fisher, M., Korovin, K., Kotselidis, C., Luján, M., Mustafa, M., Olivier, P., Reger, G., Zhang, N., Hodgkinson, G., Gulati, S., Ainsworth, J., Chen, Y., Green, B., Healey, M., Uyarra, E., Zachariadis, M., Little, C., Mackey, E., Nenadic, G., Keane, J., Shlomo, N., Laskowski, N., Jarwar, M. A., Shariati Samani, S., Smith, D., Kambites, M., Thorpe, M., Rowley, P., Flynn, S., Turner, P., Wainwright, V., Czerwinsky, A., Nini, A., Broad, R., Shute, J., Deakin, J., Taboada, P., Knight, P., Hutchings, S., Whyte, J., Tolz-Zilitinkevic, V., Pilkington, H., Guharoy, S., Nicolo, A., Reggiani, C., Garcia Oliva, J., Van Someren, A., Bon, E., Cantijoch Cunill, M., Koch, D. & Chen, Y.
11/05/21 → …
Project: Other
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RAI: Centre for Robotics and Artificial Intelligence
Cangelosi, A., Lennox, B., Weightman, A., Dennis, L., Dixon, C., Fisher, M., Herrmann, G., Dickson, A., Lanzon, A., Stancu, A., Saiani, A., Freitas, A., Nini, A., Voronkov, A., Brass, A., Vijayaraghavan, A., Parslew, B., crowther, W., Grieve, B., Adorno, B., Jay, C., Wang, C. C. L., Todd, C., Soutis, C., Arsene, C., Dresner, D., Barrett, E., Gowen, E., Arvin, F., Podd, F., Brown, G., Reger, G., Cooper, G., Mairs, H., Yin, H., Kinloch, I., Eleftheriou, I., Li, J., Carrasco Gomez, J., Ainsworth, J., Sinha, J., Ozanyan, K., Smith, K., Twomey, K., Margetts, L., Ren, L., Zhang, L., Cordeiro, L., Rattray, M., Bissett, M., Elliot, M., Alvarez, M., Luján, M., Nabawy BSc, MSc, PhD, MRAeS, SMAIAA, FHEA, M., Peek, N., Marjanovic, O., Dorn, O., Dudek, P., Green, P., Connolly, P., Da Silva Bartolo, P. J., Gardner, P., Martin, P., Potluri, V., Curtis, R., Schmidt, R., Banach, R., Batista-Navarro, R. T., Kaski, S., Midson, S., Watson, S., Holm, S., Furber, S., Schlegel, V., Mirihanage, W., Mansell, W., Pan, W., Sampson, W., Sellers, W., Yang, W., Cai, P., Sun, Y., Alharthi, A., Macario Rojas, A., Serhan, B., Yu, C., Abara, D., Lopez Pulgarin, E., Faruq, F., Tavella, F., Semeraro, F., Liu, G., Fang, G., Niu, H., Taylor, H., Zhu, H., Collenette, J., Amano, K., Lo, K. C. J., Raggioli, L., Romeo, M., Ruocco, M., Ghaffari Saadat, M., Walmsley, M., Mubarik, A., Vinanzi, S., Su, Y., Mcaleese, H., Stringer, P., Stoican, R., Ye, R., Kurawa, S. S., Zhang, T., Krywonos, W., Xu, Y., Tian, Y., Henderson, A., Morley, D., Tallentire, J., Clayton, J., Hawthornthwaite, S. & Carlson, J.
Project: Research
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Robotics and Artificial Intelligence for Nuclear (RAIN)
Lennox, B., Arvin, F., Brown, G., Carrasco Gomez, J., Da Via, C., Furber, S., Luján, M., Watson, S., Watts, S. & Weightman, A.
2/10/17 → 31/03/22
Project: Research
Activities
- 1 Editorial work
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Machine Learning (Journal)
Gavin Brown (Assistant editor)
2017 → 2020Activity: Publication peer-review and editorial work › Editorial work
Press/Media
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THE TIMES: The robots are coming . . . to the rescue
2/12/17
1 Media contribution
Press/Media: Expert comment