skip to content
Home

Cantab Capital Institute for the Mathematics of Information

Publications

Tips on using this search form

  • All search terms are case-insensitive
  • If you specify more than one search option (e.g. you search for both "Authors" and "Paper title") then the publications returned will be those that match all of your search terms
  • To reset the search form, click here
  • Currently displaying 201 - 220 of 1999 publications
Data-Driven Convex Regularizers for Inverse Problems
S Mukherjee, S Dittmer, Z Shumaylov, S Lunz, O Öktem, C-B Schönlieb
– 2024 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2024)
(2024)
00,
13386
(doi: 10.1109/ICASSP48485.2024.10447719)
An accelerated Levin-Clenshaw-Curtis method for the evaluation of highly oscillatory integrals
A Iserles, G Maierhofer
(2024)
(link to publication)
Designing stable neural networks using convex analysis and ODEs
F Sherry, E Celledoni, MJ Ehrhardt, D Murari, B Owren, C-B Schönlieb
– Physica D Nonlinear Phenomena
(2024)
463,
134159
(doi: 10.1016/j.physd.2024.134159)
The curious case of the test set AUROC (Apr, 10.1038/s42256-024-00817-7, 2024)
M Roberts, A Hazan, S Dittmer, JHF Rudd, C-B Schönlieb
– Nature Machine Intelligence
(2024)
6,
494
(doi: 10.1038/s42256-024-00834-6)
SIDE-real: Supernova Ia Dust Extinction with truncated marginal neural ratio estimation applied to real data
K Karchev, M Grayling, BM Boyd, R Trotta, KS Mandel, C Weniger
– Monthly Notices of the Royal Astronomical Society
(2024)
530,
3881
(doi: 10.1093/mnras/stae995)
Efficient Computation of the Quantum Rate-Distortion Function
K He, J Saunderson, H Fawzi
– CoRR
(2024)
abs/2309.15919,
1314
(doi: 10.22331/q-2024-04-09-1314)
NF-ULA: Normalizing Flow-Based Unadjusted Langevin Algorithm for Imaging Inverse Problems
Z Cai, J Tang, S Mukherjee, J Li, C-B Schönlieb, X Zhang
– SIAM Journal on Imaging Sciences
(2024)
17,
820
(doi: 10.1137/23M1581807)
LaplaceNet: A Hybrid Graph-Energy Neural Network for Deep Semisupervised Classification
P Sellars, AI Aviles-Rivero, C-B Schonlieb
– IEEE transactions on neural networks and learning systems
(2024)
35,
5306
(doi: 10.1109/tnnls.2022.3203315)
Provably Convergent Plug-and-Play Quasi-Newton Methods
HY Tan, S Mukherjee, J Tang, C-B Schönlieb
– SIAM Journal on Imaging Sciences
(2024)
17,
785
(doi: 10.1137/23M157185X)
Origin of Symmetry Breaking in the Grasshopper Model
D Llamas, J Kent-Dobias, K Chen, A Kent, O Goulko
(2024)
(doi: 10.48550/arxiv.2311.05023)
Recent Methodological Advances in Federated Learning for Healthcare
F Zhang, D Kreuter, Y Chen, S Dittmer, S Tull, T Shadbahr, BloodCounts! consortium, J Preller, JHF Rudd, JAD Aston, C-B Schönlieb, N Gleadall, M Roberts
– Patterns (N Y)
(2024)
5,
101006
(doi: 10.1016/j.patter.2024.101006)
Evidence for layered anisotropic stratified turbulence in a freely evolving horizontal shear flow
SF Lewin, C-CP Caulfield
– Journal of Fluid Mechanics
(2024)
983,
a20
(doi: 10.1017/jfm.2024.121)
Stochastic Primal–Dual Hybrid Gradient Algorithm with Adaptive Step Sizes
A Chambolle, C Delplancke, MJ Ehrhardt, C-B Schönlieb, J Tang
– Journal of mathematical imaging and vision
(2024)
66,
294
(doi: 10.1007/s10851-024-01174-1)
Prandtl number effects on extreme mixing events in forced stratified turbulence
N Petropoulos, MMP Couchman, A Mashayek, SM de Bruyn Kops, C-CP Caulfield
– Journal of Fluid Mechanics
(2024)
983,
r1
(doi: 10.1017/jfm.2024.110)
Hawai'i Supernova Flows: A Peculiar Velocity Survey Using Over a Thousand Supernovae in the Near-Infrared
A Do, BJ Shappee, JL Tonry, RB Tully, TD Jaeger, D Rubin, C Ashall, CR Burns, DD Desai, JT Hinkle, WB Hoogendam, ME Huber, DO Jones, KS Mandel, AV Payne, ER Peterson, D Scolnic, MA Tucker
(2024)
(link to publication)
Deep learning-based diffusion tensor cardiac magnetic resonance reconstruction: a comparison study
J Huang, PF Ferreira, L Wang, Y Wu, AI Aviles-Rivero, C-B Schönlieb, AD Scott, Z Khalique, M Dwornik, R Rajakulasingam, R De Silva, DJ Pennell, S Nielles-Vallespin, G Yang
– Scientific reports
(2024)
14,
5658
(doi: 10.1038/s41598-024-55880-2)
Ground truth free denoising by optimal transport
S Dittmer, C-B Schönlieb, P Maass
– Numerical Algebra, Control and Optimization
(2024)
14,
35
(doi: 10.3934/naco.2022017)
Entropy Constraints for Ground Energy Optimization
H Fawzi, O Fawzi, SO Scalet
– Journal of Mathematical Physics
(2024)
65,
032201
(doi: 10.1063/5.0159108)
A linear transportation Lp distance for pattern recognition
OM Crook, M Cucuringu, T Hurst, C-B Schönlieb, M Thorpe, KC Zygalakis
– Pattern Recognition
(2024)
147,
110080
(doi: 10.1016/j.patcog.2023.110080)
The curious case of the test set AUROC
M Roberts, A Hazan, S Dittmer, JHF Rudd, C-B Schönlieb
– Nature Machine Intelligence
(2024)
6,
373
(doi: 10.1038/s42256-024-00817-7)

Study at Cambridge

About the University

Research at Cambridge