Ross M. Clarke

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Hyperparameters

Top Venues

Trans. Mach. Learn. Res.

Publications

Elre Talea Oldewage, Ross M. Clarke, José Miguel Hernández-Lobato
Series of Hessian-Vector Products for Tractable Saddle-Free Newton Optimisation of Neural Networks. Trans. Mach. Learn. Res. 2024 (2024)
Elre T. Oldewage, Ross M. Clarke, José Miguel Hernández-Lobato
Series of Hessian-Vector Products for Tractable Saddle-Free Newton Optimisation of Neural Networks. CoRR (2023)
Ross M. Clarke, Baiyu Su, José Miguel Hernández-Lobato
Adam through a Second-Order Lens. CoRR (2023)
Ross M. Clarke, Elre Talea Oldewage, José Miguel Hernández-Lobato
Scalable One-Pass Optimisation of High-Dimensional Weight-Update Hyperparameters by Implicit Differentiation. ICLR (2022)
Ross M. Clarke, Elre T. Oldewage, José Miguel Hernández-Lobato
Scalable One-Pass Optimisation of High-Dimensional Weight-Update Hyperparameters by Implicit Differentiation. CoRR (2021)