Reproducibility: The New Frontier in AI Governance. - Israel Mason-Williams; Gabryel Mason-Williams (CoRR, 2025)

A Function Centric Perspective On Flat and Sharp Minima. - Israel Mason-Williams; Gabryel Mason-Williams; Helen Yannakoudakis (CoRR, 2025)

Rethinking Knowledge Distillation: A Data Dependent Regulariser With a Negative Asymmetric Payoff. - Israel Mason-Williams; Gabryel Mason-Williams; Helen Yannakoudakis (CoRR, 2025)