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Cantab Capital Institute for the Mathematics of Information

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  • Currently displaying 41 - 60 of 1999 publications
Adversarial Quantum Channel Discrimination
K Fang, H Fawzi, O Fawzi
– Physical Review Letters
(2025)
abs/2506.03060,
260201
Data for Mathematical Copilots: Better Ways of Presenting Proofs for Machine Learning
S Frieder, J Bayer, S Looi, J Loader, J Berner, KM Collins, A Juhász, F Ruehle, S Welleck, G Poesia, R-R Griffiths, A Weller, A Goyal, C Freer, T Lukasiewicz, T Gowers
(2025)
Fourth-order compact exponential splittings for unbounded operators.
A Iserles, K Kropielnicka, JC del Valle
– CoRR
(2025)
abs/2502.05552,
3283
Computer vision for extraction of environmental characteristics from street images: a scoping review of methods and applications
K Kokka, Y Huang, I Itova, CB Schönlieb, L Foley, J Woodcock, T Burgoine
– Journal of Transport and Health
(2025)
47,
102209
Higher-order diffusion and Cahn-Hilliard-type models revisited on the half-line
A Chatziafratis, A Miranville, G Karali, AS Fokas, EC Aifantis
(2025)
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
Learned denoising with simulated and experimental low-dose CT data.
MB Kiss, A Biguri, C-B Schönlieb, KJ Batenburg, F Lucka
– Scientific Reports
(2025)
16,
835
Data-driven dust inference at mid-to-high Galactic latitudes using probabilistic machine learning
M O’Callaghan, KS Mandel, G Gilmore
– Monthly Notices of the Royal Astronomical Society
(2025)
546,
staf2147
On semi-separability and differentiation matrices.
A Iserles
– CoRR
(2025)
abs/2512.07365,
Early science acceleration experiments with GPT-5
S Bubeck, C Coester, R Eldan, T Gowers, YT Lee, A Lupsasca, M Sawhney, R Scherrer, M Sellke, BK Spears, D Unutmaz, K Weil, S Yin, N Zhivotovskiy
(2025)
HIBMatch: Hypergraph Information Bottleneck for Semi-supervised Alzheimer’s Progression
Z Deng, S Wang, AI Aviles-Rivero, Z Kourtzi, C-B Schonlieb
– IEEE J Biomed Health Inform
(2025)
30,
5100
Potential Contrast: Properties, Equivalences, and Generalization to Multiple Classes
W Peaslee, A Breger, C-B Schonlieb
– European Signal Processing Conference
(2025)
716
Brain age prediction and early neurodegeneration detection using contrastive learning on brain biomechanics: a retrospective, multicentre study.
J Träuble, LV Hiscox, CL Johnson, A Aviles-Rivero, CB Schönlieb, GS Kaminski Schierle
– EBioMedicine
(2025)
121,
105996
A framework for stable spectral methods in d-dimensional unit balls
J Gao, A Iserles
– CoRR
(2025)
158,
143
A Lagrangian view of mixing in stratified shear flows
X Zhou, JR Taylor, C-CP Caulfield
– Journal of Fluid Mechanics
(2025)
1021,
a31
Brain Foundation Models with Hypergraph Dynamic Adapter for Brain Disease Analysis
Z Deng, H Wang, Z Huang, L Zhang, AI Aviles-Rivero, C Liu, J He, Z Kourtzi, C-B Schönlieb
– Pattern Recognition
(2025)
172,
112595
Symmetry: A general structure in nonparametric regression
LG Christie, JAD Aston
– The Annals of Statistics
(2025)
53,
2040
Heading Estimation of Ships using Deep Learning and Synthetic Non-aerial Images
M Lopez, C Schönlieb, A Aviles-Rivero, R Mester, E Brekke, A Stahl
– Journal of Physics: Conference Series
(2025)
3123,
012027
Artificial intelligence-led whole coronary artery OCT analysis; validation and identification of drug efficacy and higher-risk plaques
B Jessney, X Chen, S Gu, Y Huang, M Goddard, A Brown, D Obaid, M Mahmoudi, HM Garcia Garcia, SP Hoole, L Räber, F Prati, C-B Schönlieb, M Roberts, M Bennett
– Circulation Cardiovascular Imaging
(2025)
18,
e018133
Automatically Generalizing Proofs and Statements
A Gandhi, AR Tadipatri, T Gowers
– 16TH INTERNATIONAL CONFERENCE ON INTERACTIVE THEOREM PROVING, ITP 2025
(2025)
352,
12