Xingchen Wan

MLRG Deep Curvature: An Open-source Package to Analyse and Visualise Neural Network Curvature and Loss Surface

Stephen J. Roberts, Diego Granziol, D. Vetrov, 2019 .

How does mini-batching affect curvature information for second order deep learning optimization?

Stephen J. Roberts, A. G. Wilson, Diego Granziol, 2019 .

Bayesian Generational Population-Based Training

Michael A. Osborne, Philip J. Ball, Jack Parker-Holder, 2022, AutoML.

B AYESIAN G ENERATIONAL P OPULATION -B ASED T RAINING

Michael A. Osborne, Philip J. Ball, Jack Parker-Holder, 2022 .

Iterative Averaging in the Quest for Best Test Error

Stephen J. Roberts, Samuel Albanie, Diego Granziol, 2020, 2003.01247.

Deep Curvature Suite.

Diego Granziol, Xingchen Wan, T. Garipov, 2019 .