Personal profile
Research interests
I'm interested in mathematics of machine learning and how we can build learning algorithms with privacy, fairness, robustness and generalisability.
Please refer to my Google Scholar page for my latest work and my personal website for more information about me.
Education/Academic qualification
Mathematics, Doctor of Philosophy, On Asai's Function Analogous to Log |eta(z)|, University of Cambridge
1 Oct 2011 → 1 May 2016
Award Date: 20 May 2017
Mathematics, Master of Philosophy, Height Functions On Elliptic Curves Over Function Fields - A Differential-Geometric Approach, University of Hong Kong
1 Sept 2009 → 15 Sept 2011
Award Date: 1 Dec 2011
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Collaborations and top research areas from the last five years
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A New Analytical Framework for Developing Dexterous Soft Robotic Manipulators
Pan, M. (PI), Bowen, C. (CoI), Keogh, P. (CoI), Pryer, T. (CoI) & Chen, C. (Researcher CoI)
Advanced Research and Inventions Agency
2/06/25 → 1/06/28
Project: Central government, health and local authorities
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AI for Collective Intelligence (AI4CI) – A UKRI AI Research Hub for Real Data
Smith, L. G. E. (PI), Pryer, T. (CoI), Smith, T. (CoI) & Chen, C. (Researcher CoI)
Engineering and Physical Sciences Research Council
1/02/24 → 31/01/29
Project: Research council
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FBSDE Methods in Heterogeneous Agent Models
Mayorcas, A. (PI), Pryer, T. (CoI) & Chen, C. (Researcher)
Engineering and Physical Sciences Research Council
25/11/24 → 24/11/25
Project: Research council
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NeuvilleGridData Follow up
Budd, C. (PI) & Chen, C. (Researcher)
1/01/24 → 31/08/24
Project: Research council
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Sanispecrtra Inverse Problems
Budd, C. (PI), Gazzola, S. (CoI) & Chen, C. (Researcher)
1/01/24 → 31/03/24
Project: Research council
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Stochastic Analysis of Overlapping Generations Models Under Incomplete Markets
Chen, C., Ellingsrud, S., Harang, F., Irarrazabal, A. & Mayorcas, A., 5 Sept 2025, (Submitted) arXiv.Research output: Working paper / Preprint › Preprint
File5 Downloads (Pure) -
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 -
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 Access2 Link opens in a new tab Citations (SciVal) -
Digital Traces of Offline Mobilization
Smith, L. G. E., Piwek, L., Hinds, J., Brown, O., Chen, C. & Joinson, A., 1 Oct 2023, In: Journal of Personality and Social Psychology. 123, 3, p. 496–518 23 p.Research output: Contribution to journal › Article › peer-review
Open Access17 Link opens in a new tab Citations (SciVal) -
Understanding the Vulnerability of CLIP to Image Compression
Chen, C., Namboodiri, V. & Padget, J., 23 Nov 2023.Research output: Contribution to conference › Paper › peer-review
Open Access