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 141 - 160 of 2028 publications
Neural varifolds: an aggregate representation for quantifying the geometry of point clouds
J Lee, X Cai, CB Schönlieb, S Masnou
– Transactions on Machine Learning Research
(2025)
2025-June,
LIE ALGEBRA CANONICALIZATION: EQUIVARIANT NEURAL OPERATORS UNDER ARBITRARY LIE GROUPS
Z Shumaylov, P Zaika, J Rowbottom, F Sherry, M Weber, CB Schönlieb
– 13th International Conference on Learning Representations Iclr 2025
(2025)
13401
Control of instability in a Vlasov-Poisson system through an external electric field.
L Einkemmer, Q Li, C Mouhot, Y Yue
– J. Comput. Phys.
(2025)
530,
113904
Towards Graph Foundation Models: A Study on the Generalization of Positional and Structural Encodings
BJ Franks, M Eliasof, S Cantürk, G Wolf, CB Schönlieb, S Fellenz, M Kloft
– Transactions on Machine Learning Research
(2025)
2025-February,
ESTIMATION OF SINGLE-CELL AND TISSUE PERTURBATION EFFECT IN SPATIAL TRANSCRIPTOMICS VIA SPATIAL CAUSAL DISENTANGLEMENT
S Megas, DG Chen, K Polanski, M Eliasof, CB Schönlieb, SA Teichmann
– 13th International Conference on Learning Representations Iclr 2025
(2025)
82875
A Study on the Adequacy of Common IQA Measures for Medical Images
A Breger, C Karner, I Selby, J Gröhl, S Dittmer, E Lilley, J Babar, J Beckford, TR Else, TJ Sadler, S Shahipasand, A Thavakumar, M Roberts, C-B Schönlieb
(2025)
1372,
451
(doi: 10.1007/978-981-96-3863-5_41)
Kinetic Theory
C Villani, C Mouhot
(2025)
428
Preface
TA Bubba, R Gaburro, S Gazzola, K Papafitsoros, M Pereyra, CB Schönlieb
– Lecture Notes in Computer Science
(2025)
15667 LNCS,
v
G-Adaptivity: optimised graph-based mesh relocation for finite element methods
J Rowbottom, G Maierhofer, T Deveney, E Mueller, A Paganini, K Schratz, P Lio, C-B Schonlieb, C Budd
– Proceedings of Machine Learning Research
(2025)
267,
52173
(link to publication)
Towards Efficient Training of Graph Neural Networks: A Multiscale Approach
E Gal, M Eliasof, CB Schönlieb, II Kyrchei, E Haber, E Treister
– Transactions on Machine Learning Research
(2025)
2025-November,
Graph Adaptive Autoregressive Moving Average Models
M Eliasof, A Gravina, A Ceni, C Gallicchio, D Bacciu, C-B Schonlieb
– Proceedings of Machine Learning Research
(2025)
267,
15232
(link to publication)
AI for Net Zero: Energy and Transport. White Paper
J Aston, E Broadway, S Laizet, L Magri, A Mole, A Nóvoa, G Rigas, G Tretola, K Vogiatzaki, M Weiland, M Weissenbacher, L Benson, E Danopoulos, I Fumarola, X Jiang, A Plaksin, D Ozan, E Essmann, M Klaisoongnoen
(2025)
(doi: 10.17863/CAM.121198)
Score-based Pullback Riemannian Geometry: Extracting the Data Manifold Geometry using Anisotropic Flows
W Diepeveen, G Batzolis, Z Shumaylov, CB Schönlieb
– Proceedings of Machine Learning Research
(2025)
267,
13746
A consistency-stability approach to scaling limits of zero-range processes
D Marahrens, A Menegaki, C Mouhot
(2024)
(link to publication)
TrafficCAM: A Versatile Dataset for Traffic Flow Segmentation
Z Deng, Y Cheng, L Liu, S Wang, R Ke, C-B Schönlieb, AI Aviles-Rivero
– IEEE Transactions on Intelligent Transportation Systems
(2024)
26,
2747
(doi: 10.1109/tits.2024.3510551)
An elementary approach to splittings of unbounded operators.
A Iserles, K Kropielnicka
– Computers and Mathematics with Applications
(2024)
abs/2401.06635,
29
(doi: 10.1016/j.camwa.2024.08.031)
The Multimodal Universe: 100 TB of Machine Learning Ready Astronomical Data
E Angeloudi, J Audenaert, M Bowles, BM Boyd, D Chemaly, B Cherinka, I Ciucă, M Cranmer, A Do, M Grayling, EE Hayes, T Hehir, S Ho, M Huertas-Company, KG Iyer, M Jablonska, F Lanusse, HW Leung, K Mandel, JR Martínez-Galarza, P Melchior, L Meyer, LH Parker, H Qu, J Shen, MJ Smith, M Walmsley, JF Wu, TMU Collaboration
– Research Notes of the AAS
(2024)
8,
301
(doi: 10.3847/2515-5172/ad9a63)
Concentration in an advection-diffusion model with diffusion coefficient depending on the past trajectory
C Burtea, N Meunier, C Mouhot
– Discrete and Continuous Dynamical Systems
(2024)
44,
3649
(doi: 10.3934/dcds.2024072)
CAFLOW: Conditional autoregressive flows
G Batzolis, M Carioni, C Etmann, S Afyouni, Z Kourtzi, C-B Schönlieb
– Foundations of Data Science
(2024)
6,
553
(doi: 10.3934/fods.2024028)
Introducing the JFM ‘Outstanding reviewers’ initiative
SL Waters, C-CP Caulfield
– Journal of Fluid Mechanics
(2024)
999,
e1
(doi: 10.1017/jfm.2024.1020)

Study at Cambridge

About the University

Research at Cambridge