Partitioned integrators for thermodynamic parameterization of neural networks. - Benedict J. Leimkuhler; Charles Matthews; Tiffany Vlaar (CoRR, 2019)

Constraint-Based Regularization of Neural Networks. - Benedict J. Leimkuhler; Timothée Pouchon; Tiffany Vlaar; Amos J. Storkey (CoRR, 2020)

Better Training using Weight-Constrained Stochastic Dynamics. - Benedict J. Leimkuhler; Tiffany J. Vlaar; Timothée Pouchon; Amos J. Storkey (ICML, 2021)

What Can Linear Interpolation of Neural Network Loss Landscapes Tell Us? - Tiffany J. Vlaar; Jonathan Frankle (ICML, 2022)

Multirate Training of Neural Networks. - Tiffany J. Vlaar; Benedict J. Leimkuhler (ICML, 2022)

Normalization Layers Are All That Sharpness-Aware Minimization Needs. - Maximilian Müller; Tiffany Vlaar; David Rolnick; Matthias Hein 001 (NeurIPS, 2023)