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Cantab Capital Institute for the Mathematics of Information

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  • Currently displaying 261 - 280 of 2028 publications
The Multimodal Universe: Enabling Large-Scale Machine Learning with 100 TB of Astronomical Scientific Data
E Angeloudi, J Audenaert, M Bowles, BM Boyd, D Chemaly, B Cherinka, I Ciuca, M Cranmer, A Doh, M Grayling, EE Hayes, T Hehir, S Ho, M Huertas-Company, KG Iyer, M Jablonska, F Lanusse, HW Leung, K Mandel, JR Martinez-Galarza, P Melchior, L Meyer, LH Parker, H Qu, J Shen, MJ Smith, C Stone, M Walmsley, JF Wu
– Advances in Neural Information Processing Systems
(2024)
37,
(link to publication)
Continuous U-Net: Faster, Greater and Noiseless
CW Cheng, C Runkel, L Liu, RH Chan, CB Schönlieb, AI Aviles-Rivero
– Transactions on Machine Learning Research
(2024)
2024,
On The Temporal Domain of Differential Equation Inspired Graph Neural Networks
M Eliasof, E Haber, E Treister, C-B Schonlieb
– INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 238
(2024)
238,
1792
(link to publication)
Single-Shot Plug-and-Play Methods for Inverse Problems
Y Cheng, L Zhang, Z Shen, S Wang, L Yu, RH Chan, CB Schönlieb, AI Aviles-Rivero
– Transactions on Machine Learning Research
(2024)
2024,
\Gamma-Convergence of an Ambrosio-Tortorelli approximation scheme for image segmentation
I Fonseca, LM Kreusser, C-B Schoenlieb, M Thorpe
– Indiana University Mathematics Journal
(2024)
73,
189
(doi: 10.1512/iumj.2024.73.9777)
Spatiotemporal Characteristics of the Near-Surface Turbulent Cascade at the Submesoscale in the Drake Passage
PF Tedesco, LE Baker, AC Naveira Garabato, MR Mazloff, ST Gille, CP Caulfield, A Mashayek
– Journal of Physical Oceanography
(2024)
54,
187
(doi: 10.1175/jpo-d-23-0108.1)
Unsupervised Training of Convex Regularizers using Maximum Likelihood Estimation
HY Tan, Z Cai, M Pereyra, S Mukherjee, J Tang, CB Schönlieb
– Transactions on Machine Learning Research
(2024)
2024,
Splitting methods for unbounded operators.
A Iserles, K Kropielnicka
– CoRR
(2024)
abs/2403.15147,
Combinatoire
T Gowers
– L’annuaire du Collège de France
(2024)
121,
13
(doi: 10.4000/12ktg)
Can artificial intelligence reach human thought?
AS Fokas
– Pnas Nexus
(2023)
2,
pgad409
(doi: 10.1093/pnasnexus/pgad409)
A data-driven method for modelling dissipation rates in stratified turbulence
SF Lewin, SM de Bruyn Kops, C-CP Caulfield, GD Portwood
– Journal of Fluid Mechanics
(2023)
977,
a37
(doi: 10.1017/jfm.2023.679)
Dynamical Systems–Based Neural Networks
E Celledoni, D Murari, B Owren, C-B Schönlieb, F Sherry
– SIAM Journal on Scientific Computing
(2023)
45,
a3071
(doi: 10.1137/22m1527337)
Deep learning-based Segmentation of Multi-site Disease in Ovarian Cancer
T Buddenkotte, L Rundo, R Woitek, L Escudero Sanchez, L Beer, M Crispin-Ortuzar, C Etmann, S Mukherjee, V Bura, C McCague, H Sahin, R Pintican, M Zerunian, I Allajbeu, N Singh, A Sahdev, L Havrilesky, DE Cohn, NW Bateman, TP Conrads, KM Darcy, GL Maxwell, JB Freymann, O Öktem, JD Brenton, E Sala, C-B Schönlieb
– European radiology experimental
(2023)
7,
77
(doi: 10.1186/s41747-023-00388-z)
Sum-of-Squares Proofs of Logarithmic Sobolev Inequalities on Finite Markov Chains
O Faust, H Fawzi
– IEEE Transactions on Information Theory
(2023)
70,
803
(doi: 10.1109/TIT.2023.3338292)
TrafficMOT: A Challenging Dataset for Multi-Object Tracking in Complex Traffic Scenarios.
L Liu, Y Cheng, Z Deng, S Wang, D Chen, X Hu, P Liò, C-B Schönlieb, A Aviles-Rivero
(2023)
(doi: 10.48550/arxiv.2311.18839)
Towards practical quantum position verification
G Cowperthwaite, A Kent, D Pitalua-Garcia
(2023)
(doi: 10.48550/arxiv.2309.10070)
On a conjecture of Marton
WT Gowers, B Green, F Manners, T Tao
(2023)
(link to publication)
Evaluating Language Models for Mathematics through Interactions.
KM Collins, AQ Jiang, S Frieder, L Wong, M Zilka, U Bhatt, T Lukasiewicz, Y Wu, JB Tenenbaum, W Hart, T Gowers, W Li, A Weller, M Jamnik
(2023)
(doi: 10.48550/arxiv.2306.01694)
Multi-modal learning for predicting the genotype of glioma
Y Wei, X Chen, L Zhu, L Zhang, C-B Schonlieb, S Price, C Li
– IEEE transactions on medical imaging
(2023)
42,
1
(doi: 10.1109/TMI.2023.3244038)
Settling versus mixing in stratified shear flows
N Petropoulos, C-CP Caulfield, P Meunier, E Villermaux
– Journal of Fluid Mechanics
(2023)
974,
r1
(doi: 10.1017/jfm.2023.804)

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