Clarke, Ross M

4 publications

TMLR 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

ICML 2024 Studying K-FAC Heuristics by Viewing Adam Through a Second-Order Lens Ross M Clarke, José Miguel Hernández-Lobato

NeurIPSW 2023 Adam Through a Second-Order Lens Ross M Clarke, Baiyu Su, José Miguel Hernández-Lobato

ICLR 2022 Scalable One-Pass Optimisation of High-Dimensional Weight-Update Hyperparameters by Implicit Differentiation Ross M Clarke, Elre Talea Oldewage, José Miguel Hernández-Lobato