Statistics
Publications
26
Citations
1.9K
H-Index
17
Active since
2010
Guido Montúfar is an author at Max Planck Institute for Mathematics in the Sciences specializing in engineering, machine learning, and computer science.
Publications per year
2010–2022
26
26
On the Number of Linear Regions of Deep Neural Networks
Guido Montúfar, Razvan Pascanu, Kyunghyun Cho et al. · arXiv (Cornell University) · 2014 · 570 citations · Full text
Convolutional Neural Network, Deep Neural Networks, Engineering +15
On the Number of Linear Regions of Deep Neural Networks
Guido Montúfar, Razvan Pascanu, Kyunghyun Cho et al. · arXiv (Cornell University) · 2014 · 486 citations · Full text
Convolutional Neural Network, Deep Neural Networks, Engineering +15
Natural gradient via optimal transport
Wuchen Li, Guido Montúfar · Information Geometry · 2018 · 65 citations
Mathematical Programming, Engineering, Variational Analysis +4
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