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  • Currently displaying 1 - 20 of 1339 publications
Multi-Level Monte Carlo training of neural operators
J Rowbottom, S Fresca, P Lio, C-B Schönlieb, N Boullé
– Computer Methods in Applied Mechanics and Engineering
(2026)
453,
118800
(doi: 10.1016/j.cma.2026.118800)
The implementation in STIR of four analytical algorithms for 2D PET and 2D SPECT reconstruction
D Kyriakopoulou, AS Fokas, K Thielemans
– Inverse Problems
(2026)
42,
025010
(doi: 10.1088/1361-6420/ae3c3d)
Efficient and Minimax-optimal In-context Nonparametric Regression with Transformers
M Ching, I Popescu, N Smith, T Ma, WG Underwood, RJ Samworth
(2026)
(link to publication)
Data-driven controlled subgroup selection in clinical trials
MM Müller, B Bornkamp, F Bretz, TI Cannings, W Liu, HWJ Reeve, RJ Samworth, N Sfikas, F Wan, K Sechidis
(2025)
(link to publication)
Learning the score under shape constraints
RM Lewis, OY Feng, HWJ Reeve, M Xu, RJ Samworth
(2025)
(link to publication)
Higher-order diffusion and Cahn-Hilliard-type models revisited on the half-line
A Chatziafratis, A Miranville, G Karali, AS Fokas, EC Aifantis
(2025)
(link to publication)
Mamba neural operator: Who wins? transformers vs. state-space models for PDEs
C-W Cheng, J Huang, Y Zhang, G Yang, C-B Schönlieb, AI Aviles-Rivero
– Journal of Computational Physics
(2025)
548,
114567
(doi: 10.1016/j.jcp.2025.114567)
HIBMatch: Hypergraph Information Bottleneck for Semi-Supervised Alzheimer's Progression
Z Deng, S Wang, AI Aviles-Rivero, Z Kourtzi, C-B Schonlieb
– IEEE journal of biomedical and health informatics
(2025)
PP,
1
(doi: 10.1109/JBHI.2025.3634534)
Potential Contrast: Properties, Equivalences, and Generalization to Multiple Classes
W Peaslee, A Breger, C-B Schonlieb
– 2025 33rd European Signal Processing Conference (EUSIPCO)
(2025)
716
(doi: 10.23919/EUSIPCO63237.2025.11226174)
Provable test-time adaptivity and distributional robustness of in-context learning
T Ma, T Wang, RJ Samworth
(2025)
(link to publication)
Nonparametric inference under shape constraints: past, present and future
RJ Samworth
(2025)
(link to publication)
Electrical impedance tomography revisited
AS Fokas, D Kyriakopoulou
– Physica D Nonlinear Phenomena
(2025)
483,
134941
(doi: 10.1016/j.physd.2025.134941)
Editorial: Special Issue on “Learning Across Distribution Shifts”
S Kpotufe, RJ Samworth, Y Sun
– Statistical Science
(2025)
40,
347
(doi: 10.1214/25-STS1010)
False discovery rate control with compound p-values
RF Barber, RJ Samworth
(2025)
(link to publication)
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)
David Spiegelhalter's contribution to the Discussion of 'Some statistical aspects of the COVID-19 response' by Wood et al.
D Spiegelhalter
– Journal of the Royal Statistical Society Series A (Statistics in Society)
(2025)
189,
107
(doi: 10.1093/jrsssa/qnaf105)
Upgrading survival models with CARE
WG Underwood, HWJ Reeve, OY Feng, SA Lambert, B Mukherjee, RJ Samworth
(2025)
(link to publication)
Motion Constrained Point Cloud Matching for Maritime Tracking
N Dalhaug, M Baerveldt, AI Aviles-Rivero, C-B Schönlieb, A Stahl, R Mester, EF Brekke
– IEEE Access
(2025)
13,
111354
(doi: 10.1109/access.2025.3582327)
ADFound: A Foundation Model for Diagnosis and Prognosis of Alzheimer’s Disease
G Yang, K Du, Z Yang, Y Du, EYW Cheung, Y Zheng, M Yang, Z Kourtzi, C-B Schonlieb, S Wang
– IEEE Journal of Biomedical and Health Informatics
(2025)
29,
8395
(doi: 10.1109/JBHI.2025.3576436)
The Fokas method for evolution partial differential equations
A Chatziafratis, AS Fokas, K Kalimeris
– Partial Differential Equations in Applied Mathematics
(2025)
14,
101144
(doi: 10.1016/j.padiff.2025.101144)

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