Statistics
Publications
12
Citations
1.3K
H-Index
11
Active since
2017
Xiyu Zhai is an author at Massachusetts Institute of Technology specializing in computer science, computing, and machine learning.
Publications per year
2017–2020
12
12
Gradient descent finds global minima of deep neural networks
Simon S. Du, Jason D. Lee, Haochuan Li et al. · 2019 · 419 citations
Gradient Descent Provably Optimizes Over-parameterized Neural Networks
Simon S. Du, Xiyu Zhai, Barnabás Póczos et al. · arXiv (Cornell University) · 2018 · 418 citations · Full text
Gradient Descent Finds Global Minima of Deep Neural Networks
Simon S. Du, Jason D. Lee, Haochuan Li et al. · arXiv (Cornell University) · 2018 · 199 citations · Full text
Generalization Bounds of SGLD for Non-convex Learning: Two Theoretical Viewpoints
Wenlong Mou, Liwei Wang, Xiyu Zhai et al. · arXiv (Cornell University) · 2017 · 55 citations · Full text
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