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Bio:

 

I build models with trust issues that question every correlation. I research causal AI and autonomous decision-making under uncertainty, applying them to problems that demand interpretable reasoning, including healthcare, defence, sports, economics, and gaming.

 

Latest research openings  

Oct 2025: Looking for PhD applicants to work on a project related to Causality in AI. I can supervise applicants eligible for the following schemes: a) Chinese government CSC scholarships, for 4 years covering tuition fees plus a monthly stipend at £1,350 - details  here and here, and b) QMUL S&E Doctoral Research Studentships for Underrepresented Groups, for 3.5 years covering tuition fess plus a stipend at the UKRI London rate £21,237 (2025/26 rate TBC) - details here. Deadline for applications 28th January 2026 for both schemes.

Sep 2025: Looking for a postdoc to work with us on a UK defence and security 1.5-year project funded by DSTL. Applicants should have skills in decision-making systems, building them with and without data, and willingness to broaden their knowledge in autonomous electromagnetic defence systems. Interested applicants can contact me directly in the first instance. Deadline for applications 08 October, 2025. Details here and here.

Oct 2024: I am looking for CSC (China) studentship applicants for a PhD project in Deep Causal Machine Learning. The studentship includes full tuition fee waiver and a living stipend of £1,350pcm, for up to 48 months. Deadline for applications 29 Jan 2025. All applicants must meet the English Language Requirements for the School of EECS, PG Taught and Research Programmes, described here. Scheme details here and studentship advert here.

Oct 2024: Applications are invited for S&E Doctoral Research Studentships for Underrepresented Groups (e.g., Black, Asian, Minority Ethnic). The studentships include full tuition fee waiver for UK/home students, and a yearly living stipend starting at £21,237 for 3.5 years (part-time option also possible). Deadline for applications 17:00, 29 Jan, 2025. Scheme details here.

Apr 2024: Applications are invited for a postdoc to work on a UK defence and security 2.5-year project funded by DSTL. Applicants should have skills in decision-making systems, causal machine learning, and willingness to broaden their knowledge in autonomous electromagnetic defence systems. Interested applicants can contact me directly in the first instance. Deadline for applications 2 July, 2024 (updated). Details here and here.

Oct 2023: Applications are invited for PhD studentships from UK candidates from underrepresented groups (e.g., Black, Asian, Minority Ethnic). The studentships include full tuition fee waiver and a yearly living stipend of £20,622 for 3.5 years (part-time option also possible). Deadline for applications 17:00, 31 Jan, 2024. Scheme details here.

Nov 2022: We are looking for CSC (China) studentship applicants to work with us on PhD projects related to Causal Machine Learning and/or Bayesian networks. The studentships include full tuition fee waiver and a yearly living stipend of £19,668 for 3.5 years. Deadline for applications 31 Jan 2023. Advert here. Available projects here. Scheme details here.

May 2022: Applications are invited for a full PhD scholarship starting Sep 2022/Jan2023 (or as soon as possible thereafter) to undertake research in Probabilistic Machine Learning in Climate Science. All nationalities are eligible to apply for this studentship. Deadline for applications 10 July, 2022. Studentship project details here.

Dec 2021: We are looking for CSC (China) studentship applicants to work with us on PhD projects related to Bayesian network learning. The studentships include full tuition fee waiver and a monthly living stipend of £1350 for 4 years. Deadline for applications January 30, 2022. Studentship project details here and scheme details here.

Feb 2021: QMUL now accepts applications for DeepMind PhD studentships for Sep 2021 entry. These studentships are restricted to under-represented researchers who identify as female and/or are of Black ethnicity. Deadline for applications April 14, 2021. Studentship scheme details here.

Dec 2020: QMUL now accepts applications for PhD studentships for Sep 2021 entry. Studentship scheme details here.

Sep 2020: We are looking for a research assistant or a postdoc to work with us for up to six months, on a part-time or full-time basis, on projects related to BN structure learniing. Because of the short duration of this post, we are interested in applicants with relevant experience. Link to papers from our past relevant research available here.

Jul 2020: DeepMind PhD Studentships at QMUL for Oct 2020 or Jan 2021 entry. These studentships are for under-represented groups, namely female and BAME researchers. Deadline for applications 12:00 noon (BST) 11/09/2020. Details here.

Jun 2020: QMUL now accepts applications for Commonwealth PhD Scholarships for 2020-21 entry. Deadline for applications 17:00 (BST) 20/07/2020. Details here.

 

 


With daughter in Canary Wharf (2021)
             

Senior Lecturer (Associate Prof) at
Queen Mary University of London.

Head of the MInDS research group
 and the Bayesian AI lab.




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  published online, 19/02/2012
last updated, 30/10/2025
                       

                       
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