Manchester, Ian

4 publications

ICML 2024 Monotone, Bi-Lipschitz, and Polyak-Łojasiewicz Networks Ruigang Wang, Krishnamurthy Dj Dvijotham, Ian Manchester

ICMLW 2024 On Robust Reinforcement Learning with Lipschitz-Bounded Policy Networks Nicholas H. Barbara, Ruigang Wang, Ian Manchester

ICML 2023 Direct Parameterization of Lipschitz-Bounded Deep Networks Ruigang Wang, Ian Manchester

L4DC 2020 Contracting Implicit Recurrent Neural Networks: Stable Models with Improved Trainability Max Revay, Ian Manchester