Why flatness does and does not correlate with generalization for deep neural networks
 Zhang, S Reid, I Pérez, G Louis, A (21 Jun 2021)
Position: Many generalization measures for deep learning are fragile
 Zhang, S Louis, A (11 Feb 2026)
Successive vertex orderings of graphs
 Agrawal, P Erturk, A Louis, A (30 Jun 2026)
Extended pseudo-spectral physics-informed neural networks for phase-field models
 Marsh, C Erban, R Munch, A (23 Jun 2026)

Short stories 1 -What's in a word?

Do we spend much time thinking about colleagues' mathematical schooldays? Presumably they were all a bit similar, it being maths, the universal language etc. But behind each story lies language (or lack of it). And political circumstance.

Here's Radek.

Certified Neural Approximations of Nonlinear Dynamics
 Mathiesen, F Vertovec, N Fabiano, F Laurenti, L Abate, A AI Verification volume 16831 73-98 (18 Jul 2027)
The impact of a natural time change on the convergence of the Crank-Nicolson scheme
 Reisinger, C Whitley, A (19 Oct 2012)
Arbitrage-free neural-SDE market models
 Cohen, S Reisinger, C Wang, S (23 Aug 2021)
Markov decision processes with observation costs: framework and computation with a penalty scheme
 Reisinger, C Tam, J (05 Dec 2023)
Estimating risks of option books using neural-SDE market models
 Cohen, S Reisinger, C Wang, S (15 Feb 2022)
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