462 citations · 728 across the 7 of their papers we have counts for
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cs.LG2019★ 2 cited
Realizing data features by deep nets
Zheng-Chu Guo, Lei Shi, Shao-Bo Lin
This paper considers the power of deep neural networks (deep nets for short) in realizing data features. Based on refined covering number estimates, we find that, to realize some c…
cs.LG2017★ 2 cited
Fast and Strong Convergence of Online Learning Algorithms
Zheng-Chu Guo, Lei Shi
In this paper, we study the online learning algorithm without explicit regularization terms. This algorithm is essentially a stochastic gradient descent scheme in a reproducing ker…