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Characterization of Gradient Dominance and Regularity Conditions for Neural Networks

Characterization of Gradient Dominance and Regularity Conditions for Neural Networks

Yi Zhou
Yingbin Liang
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Papers citing "Characterization of Gradient Dominance and Regularity Conditions for Neural Networks"

4 / 4 papers shown
Title
Theoretical insights into the optimization landscape of over-parameterized shallow neural networks
Theoretical insights into the optimization landscape of over-parameterized shallow neural networks
Mahdi Soltanolkotabi
Adel Javanmard
Jason D. Lee
51
417
0
16 Jul 2017
Recovery Guarantees for One-hidden-layer Neural Networks
Recovery Guarantees for One-hidden-layer Neural Networks
Kai Zhong
Zhao Song
Prateek Jain
Peter L. Bartlett
Inderjit S. Dhillon
MLT
53
336
0
10 Jun 2017
Depth Creates No Bad Local Minima
Depth Creates No Bad Local Minima
Haihao Lu
Kenji Kawaguchi
ODL
FAtt
37
121
0
27 Feb 2017
Phase Retrieval via Wirtinger Flow: Theory and Algorithms
Phase Retrieval via Wirtinger Flow: Theory and Algorithms
Emmanuel Candes
Xiaodong Li
Mahdi Soltanolkotabi
58
1,282
0
03 Jul 2014