Ian Manchester

3 papers · 2020–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (12) 🚀 Conference Pioneer

Conferences

ICML (2) L4DC (1)

Top co-authors

Ruigang Wang (2) Max Revay (1) Krishnamurthy Dj Dvijotham (1)

Keywords

certified robustness (1) recurrent neural network (1) implicit model (1) contraction analysis (1) neural network (1) lipshitz bound (1) model parameterization (1)

Papers

Monotone, Bi-Lipschitz, and Polyak-Łojasiewicz Networks ICML 2024

Direct Parameterization of Lipschitz-Bounded Deep Networks ICML 2023

Contracting Implicit Recurrent Neural Networks: Stable Models with Improved Trainability L4DC 2020