Ross M. Clarke

According to our database, Ross M. Clarke authored at least 4 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Series of Hessian-Vector Products for Tractable Saddle-Free Newton Optimisation of Neural Networks.

Elre Talea Oldewage, Ross M. Clarke, José Miguel Hernández-Lobato

Trans. Mach. Learn. Res., 2024

Studying K-FAC Heuristics by Viewing Adam through a Second-Order Lens.

Ross M. Clarke, José Miguel Hernández-Lobato

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Adam through a Second-Order Lens.

Ross M. Clarke, Baiyu Su, José Miguel Hernández-Lobato

CoRR, 2023

2022

Scalable One-Pass Optimisation of High-Dimensional Weight-Update Hyperparameters by Implicit Differentiation.

Ross M. Clarke, Elre Talea Oldewage, José Miguel Hernández-Lobato

Proceedings of the Tenth International Conference on Learning Representations, 2022