3 citations · 6 across the 3 of their papers we have counts for
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cs.LG2020★ 2 cited
SGD Distributional Dynamics of Three Layer Neural Networks
Victor Luo, Yazhen Wang, Glenn Fung
With the rise of big data analytics, multi-layer neural networks have surfaced as one of the most powerful machine learning methods. However, their theoretical mathematical propert…
cs.LG2020★ 3 cited
How Many Factors Influence Minima in SGD?
Victor Luo, Yazhen Wang
Stochastic gradient descent (SGD) is often applied to train Deep Neural Networks (DNNs), and research efforts have been devoted to investigate the convergent dynamics of SGD and mi…