Biased branching random walks on Bienaymé--Galton--Watson trees
 Berestycki, J Gantert, N Geldbach, D Shi, Q (11 Feb 2025)

Song of the Week: Siddiq Islam - Love-Heart-Shaped Curve

What do maths and love have in common? Agony and ecstasy? Pleasure and pain?

Back in the Covid days we ran online mathematical art exhibitions. Among the entrants was this mathematical love song from Oriel undergraduate Siddiq Islam who graduated last summer.

Happy Valentine's Day.

A Unified Perspective on the Dynamics of Deep Transformers
 Castin, V Ablin, P Carrillo, J Peyré, G Foundations of Computational Mathematics http://arxiv.org/abs/2501.18322v1
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) doi:10.1007/s11005-025-01907-2
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 (12 Feb 2025) doi:10.1007/s11538-024-01382-1
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 (12 Feb 2025) doi:10.1007/s11538-024-01382-1
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)
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