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  • Currently displaying 1 - 20 of 1600 publications
Implicit regularization in AI meets generalized hardness of approximation in optimization: Sharp results for diagonal linear networks
JS Wind, V Antun, AC Hansen
– Numerische Mathematik
(2026)
1
(doi: 10.1007/s00211-026-01573-z)
Compound p-values for competition-based testing
J Lee, RF Barber, RJ Samworth, Z Ren
(2026)
(link to publication)
Symplectic Neural Flows for Modeling and Discovery
P Canizares, D Murari, C-B Schönlieb, F Sherry, Z Shumaylov
– SIAM Journal on Scientific Computing
(2026)
48,
C1220
(doi: 10.1137/25m1734543)
Valid Data-Driven Subgroup Selection With Uniform Guarantees in Clinical Trials
MM Müller, B Bornkamp, F Bretz, TI Cannings, W Liu, HWJ Reeve, RJ Samworth, N Sfikas, F Wan, K Sechidis
– Statistics in Medicine
(2026)
45,
e70745
(doi: 10.1002/sim.70745)
Assumption-lean logistic regression with missing covariates
JR Choudhury, KA Verchand, RJ Samworth, A Pananjady
(2026)
(link to publication)
Is the regression $F$-test doubly robust?
L Xia, OY Feng, Y Feng, M Xu, RJ Samworth
(2026)
(link to publication)
Adaptive confidence intervals with missing data
T Ma, KA Verchand, C Gao, RJ Samworth
(2026)
(link to publication)
Data-driven controlled subgroup selection in clinical trials
R Samworth, M Mueller, B Bornkamp, F Bretz, T Cannings, H Reeve, N Sfikas, F Wan, K Sechidis
– Statistics in Medicine
(2026)
Algorithmic stability via ensembling
RF Barber, RJ Samworth
(2026)
(link to publication)
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)
High-Probability Minimax Lower Bounds
T Ma, KA Verchand, RJ Samworth
– Statistical Science
(2026)
41,
637
(doi: 10.1214/25-STS996)
Estimation beyond missing (completely) at random
T Ma, KA Verchand, TB Berrett, T Wang, RJ Samworth
– Annals of Statistics
(2026)
54,
2055
(doi: 10.1214/26-AOS2640)
False discovery rate control with compound p-values
RF Barber, RJ Samworth
– Journal of the Royal Statistical Society Series B: Statistical Methodology
(2026)
qkag116
(doi: 10.1093/jrsssb/qkag116)
Generalised Hardness of Approximation and the SCI Hierarchy –On Determining the Boundaries of Training Algorithms in AI
LE Gazdag, A Bastounis, AC Hansen
– Foundations of Computational Mathematics
(2026)
1
(doi: 10.1007/s10208-026-09764-8)
Deep learning with missing data
T Ma, T Wang, RJ Samworth
– Journal of The Royal Statistical Society Series B-statistical Methodology
(2026)
qkag114
(doi: 10.1093/jrsssb/qkag114)
Artificial intelligence in prostate MRI: Comparative diagnostic performance in a high-prevalence cohort
NG Ferreira, OMT Thomas, K-I Gjesdal, S Müller, J Oldenburg, IF Syversen, AC Hansen, JT Geitung
– Acta radiologica (Stockholm, Sweden : 1987)
(2026)
67,
765
(doi: 10.1177/02841851261470455)
DiffShape: Decoupling Shape Priors With Conditional Diffusion for Robust Brain Extraction.
Y Li, Z Li, H Wang, Y Lu, C-B Schonlieb, C Li, X Chen
– IEEE transactions on medical imaging
(2026)
45,
5178
(doi: 10.1109/TMI.2026.3716658)
Trustworthiness in AI: on SciCompBot-the scientific computing chatbot
AC Hansen, F Circelli
– Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
(2026)
384,
20250116
(doi: 10.1098/rsta.2025.0116)
Nonparametric Inference under Shape Constraints: Past, Present, and Future
RJ Samworth
– PROCEEDINGS OF THE INTERNATIONAL CONGRESS OF MATHEMATICIANS 2026, VOL 7
(2026)
424
(doi: 10.1137/25M1805369)
Biomechanical determinants of plaque erosion: translational implications and precision care
J Sangha, E Tsiartas, Y Huang, S Gu, K Mohee, F Zhang, M Roberts, M Bennett
– JACC: Basic to Translational Science
(2026)
11,
101621
(doi: 10.1016/j.jacbts.2026.101621)

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