Phan-Minh Nguyen

According to our database1, Phan-Minh Nguyen authored at least 10 papers between 2013 and 2020.

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Bibliography

2020
A Note on the Global Convergence of Multilayer Neural Networks in the Mean Field Regime.
CoRR, 2020

A Rigorous Framework for the Mean Field Limit of Multilayer Neural Networks.
CoRR, 2020

2019
Mean Field Limit of the Learning Dynamics of Multilayer Neural Networks.
CoRR, 2019

On Random Deep Weight-Tied Autoencoders: Exact Asymptotic Analysis, Phase Transitions, and Implications to Training.
Proceedings of the 7th International Conference on Learning Representations, 2019

2018
A Mean Field View of the Landscape of Two-Layers Neural Networks.
CoRR, 2018

2017
State Evolution for Approximate Message Passing with Non-Separable Functions.
CoRR, 2017

Universality of the elastic net error.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016
Capacity of the Energy-Harvesting Channel With a Finite Battery.
IEEE Trans. Inf. Theory, 2016

2015
On Capacity Formulation With Stationary Inputs and Application to a Bit-Patterned Media Recording Channel Model.
IEEE Trans. Inf. Theory, 2015

2013
On the Watermark String in the Davey-MacKay Construction.
IEEE Commun. Lett., 2013


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