Phan-Minh Nguyen

18 papers A* 2B 2Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2021 J jnl
Analysis of feature learning in weight-tied autoencoders via the mean field lens.
CoRR
Phan-Minh Nguyen
2021 A* conf
Global Convergence of Three-layer Neural Networks in the Mean Field Regime.
ICLR
Huy Tuan Pham, Phan-Minh Nguyen
2021 J jnl
Global Convergence of Three-layer Neural Networks in the Mean Field Regime.
CoRR
Huy Tuan Pham, Phan-Minh Nguyen
2021 A* conf
Limiting fluctuation and trajectorial stability of multilayer neural networks with mean field training.
NeurIPS
Huy Tuan Pham, Phan-Minh Nguyen
2021 J jnl
Limiting fluctuation and trajectorial stability of multilayer neural networks with mean field training.
CoRR
Huy Tuan Pham, Phan-Minh Nguyen
2020 J jnl
A Note on the Global Convergence of Multilayer Neural Networks in the Mean Field Regime.
CoRR
Huy Tuan Pham, Phan-Minh Nguyen
2020 J jnl
A Rigorous Framework for the Mean Field Limit of Multilayer Neural Networks.
CoRR
Phan-Minh Nguyen, Huy Tuan Pham
2019 J jnl
Mean Field Limit of the Learning Dynamics of Multilayer Neural Networks.
CoRR
Phan-Minh Nguyen
2019 — conf
On Random Deep Weight-Tied Autoencoders: Exact Asymptotic Analysis, Phase Transitions, and Implications to Training.
ICLR
Ping Li, Phan-Minh Nguyen
2018 J jnl
A Mean Field View of the Landscape of Two-Layers Neural Networks.
CoRR
Song Mei, Andrea Montanari, Phan-Minh Nguyen
2017 J jnl
State Evolution for Approximate Message Passing with Non-Separable Functions.
CoRR
Raphaël Berthier, Andrea Montanari, Phan-Minh Nguyen
2017 B conf
Universality of the elastic net error.
ISIT
Andrea Montanari, Phan-Minh Nguyen
2016 J jnl
Capacity of the Energy-Harvesting Channel With a Finite Battery.
IEEE Trans. Inf. Theory
Dor Shaviv, Phan-Minh Nguyen, Ayfer Özgür Aydin
2015 J jnl
Capacity of the Energy Harvesting Channel with a Finite Battery.
CoRR
Dor Shaviv, Phan-Minh Nguyen, Ayfer Özgür
2015 B conf
Capacity of the energy harvesting channel with a finite battery.
ISIT
Dor Shaviv, Phan-Minh Nguyen, Ayfer Özgür
2015 J jnl
On Capacity Formulation With Stationary Inputs and Application to a Bit-Patterned Media Recording Channel Model.
IEEE Trans. Inf. Theory
Phan-Minh Nguyen, Marc André Armand
2015 J jnl
On Capacity Formulation with Stationary Inputs and Application to a Bit-Patterned Media Recording Channel Model.
CoRR
Phan-Minh Nguyen, Marc André Armand
2013 J jnl
On the Watermark String in the Davey-MacKay Construction.
IEEE Commun. Lett.
Phan-Minh Nguyen, Marc André Armand, Tong Wu