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Statistical Laboratory

Professor John Aston

Publications

SurvSurf: a partially monotonic neural network for first-hitting time prediction of intermittently observed discrete and continuous sequential events
YK Chen, S Dittmer, K Bernatowicz, J Arús-Pous, K Bliznashki, JAD Aston, JHF Rudd, C-B Schönlieb, J Jones, M Roberts
– RSS Data Science and Artificial Intelligence
(2026)
2,
udag002
(doi: 10.1093/rssdat/udag002)
Blurring evidence with advocacy: a systematic review of policy recommendations for net zero
E Danopoulos, A Shah, CR Schneider, JAD Aston
– npj Environmental Social Sciences
(2026)
1,
6
(doi: 10.1038/s44432-026-00012-6)
Blurring evidence with advocacy: a systematic review of policy recommendations for net zero.
E Danopoulos, A Shah, CR Schneider, JAD Aston
– npj Environmental Social Sciences
(2026)
1,
6
(doi: 10.1038/s44432-026-00012-6)
Blurring evidence with advocacy: A systematic review of policy recommendations for net zero
E Danopoulos, A Shah, CR Schneider, J Aston
(2026)
(doi: 10.31235/osf.io/k4ujg_v3)
Symmetry: A general structure in nonparametric regression
LG Christie, JAD Aston
– Annals of Statistics
(2025)
53,
2040
(doi: 10.1214/25-aos2529)
Estimating maximal symmetries of regression functions via subgroup lattices
LG Christie, JAD Aston
– Journal of the Royal Statistical Society Series B Statistical Methodology
(2025)
87,
1576
(doi: 10.1093/jrsssb/qkaf031)
SurvSurf: a partially monotonic neural network for first-hitting time prediction of intermittently observed discrete and continuous sequential events
YK Chen, S Dittmer, K Bernatowicz, J Arús-Pous, K Bliznashki, J Aston, JHF Rudd, C-B Schönlieb, J Jones, M Roberts
(2025)
(doi: 10.48550/arxiv.2504.04997)
A Pipeline for Automated Quality Control of Chest Radiographs
IA Selby, E González Solares, A Breger, M Roberts, L Escudero Sánchez, J Babar, JHF Rudd, NA Walton, E Sala, C-B Schönlieb, JR Weir-McCall, AIX-COVNET Collaboration
– Radiology: Artificial Intelligence
(2025)
7,
e240003
(doi: 10.1148/ryai.240003)
Evidence Communication Rules for Policy (ECR-P) critical appraisal tool
E Danopoulos, JAD Aston, A Shah, CR Schneider
– Systematic Reviews
(2025)
14,
10
(doi: 10.1186/s13643-025-02757-8)
AI for Net Zero: Energy and Transport. White Paper
J Aston, E Broadway, S Laizet, L Magri, A Mole, A Nóvoa, G Rigas, G Tretola, K Vogiatzaki, M Weiland, M Weissenbacher, L Benson, E Danopoulos, I Fumarola, X Jiang, A Plaksin, D Ozan, E Essmann, M Klaisoongnoen
(2025)
(doi: 10.17863/CAM.121198)
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Frontpage talks

Probability
Orphée Collin (TU Vienna)
Cambridge Statistics Clinic
Statistics
Anand Sarwate (Rutgers University)
Cambridge Statistics Clinic
Cambridge Statistics Clinic

Research Group

Statistical Laboratory

Email

J.Aston@statslab.cam.ac.uk

Room

D1.03

Telephone

01223 766535

Personal homepage

https://www.dpmms.cam.ac.uk/~jada2

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