Concepedia
Statistics
Publications
7
Citations
141
H-Index
Active since
2015
Affiliations
Saarland University(Current)
University of Maryland, College Park
Technische Universität Ilmenau
Quynh Nguyen is an author at Saarland University specializing in computer science, computing, and artificial intelligence.
Publications per year
2015–2021
Optimization Landscape and Expressivity of Deep CNNs
Quynh Nguyen, Matthias Hein · arXiv (Cornell University) · 2017 · 56 citations · Full text
Computing, Computer Science, Artificial Intelligence +11
The loss surface and expressivity of deep convolutional neural networks
Quynh Nguyen, Matthias Hein · arXiv (Cornell University) · 2017 · 18 citations · Full text
Computing, Computer Science, Artificial Intelligence +10
Neural Networks Should Be Wide Enough to Learn Disconnected Decision Regions
Quynh Nguyen, Mahesh Chandra Mukkamala, Matthias Hein · arXiv (Cornell University) · 2018 · 18 citations · Full text
Globally Optimal Training of Generalized Polynomial Neural Networks with Nonlinear Spectral Methods
Antoine Gautier, Quynh Nguyen, Matthias Hein · arXiv (Cornell University) · 2016 · 16 citations · Full text
Computing, Computer Science, Artificial Intelligence +15
A Flexible Tensor Block Coordinate Ascent Scheme for Hypergraph Matching
Quynh Nguyen, Antoine Gautier, Matthias Hein · arXiv (Cornell University) · 2015 · 13 citations · Full text
Computing, Computer Science, Algorithms +12
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