Over-parameterised shallow neural networks with asymmetrical node scaling: global convergence guarantees and feature learning
 Caron, F Ayed, F Jung, P Lee, H Lee, J Yang, H Transactions on Machine Learning Research volume 2025 issue 2 (18 Feb 2025)
Gluon scattering on the self-dual dyon
 Adamo, T Bogna, G Mason, L Sharma, A Letters in Mathematical Physics volume 115 issue 1 18 (08 Feb 2025)
Correction to: Combining Mechanisms of Growth Arrest in Solid Tumours: A Mathematical Investigation.
 Colson, C Byrne, H Maini, P Bulletin of mathematical biology volume 87 issue 3 42 (12 Feb 2025)
Dimensionality Reduction Techniques for Global Bayesian Optimisation.
 Long, L Cartis, C Shustin, P CoRR volume abs/2412.09183 (2024)
Split Conformal Prediction under Data Contamination
 Clarkson, J Xu, W Cucuringu, M Reinert, G Proceedings of Machine Learning Research volume 230 5-27 (01 Jan 2024)
Collective Transitions from Orbiting to Matrix Invasion in 3D Multicellular Spheroids
 Kim, J Jeong, H Falcó, C Hruska, A Martinson, W Marzoratti, A Araiza, M Yang, H Franck, C Carrillo, J Guo, M Wong, I
Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes
 Tóth, C Adachi, M Osborne, M Oberhauser, H Proceedings of Machine Learning Research volume 258 4654-4662 (01 Jan 2025)
Spatio-temporal dynamics of M1 and M2 macrophages in a multiphase model of tumor growth
 Lampropoulos, I Kevrekidis, P Zois, C Byrne, H Kavousanakis, M
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