Phan-Minh Nguyen

3 papers · 2019–2021 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

ICLR (2) NIPS (1)

Top co-authors

Huy Tuan Pham (2) Ping Li (1)

Keywords

mean field theory (1) gradient descent (1) multilayer neural networks (1) training dynamics (1)

Papers

Limiting fluctuation and trajectorial stability of multilayer neural networks with mean field training NIPS 2021

Global Convergence of Three-layer Neural Networks in the Mean Field Regime ICLR 2021

On Random Deep Weight-Tied Autoencoders: Exact Asymptotic Analysis, Phase Transitions, and Implications to Training ICLR 2019