78 citations · 412 across the 48 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.LG2018★ 16 cited
Universality of Deep Convolutional Neural Networks
Ding-Xuan Zhou
Deep learning has been widely applied and brought breakthroughs in speech recognition, computer vision, and many other domains. The involved deep neural network architectures and c…
cs.LG2018★ 1 cited
Construction of neural networks for realization of localized deep learning
Charles K. Chui, Shao-Bo Lin, Ding-Xuan Zhou
The subject of deep learning has recently attracted users of machine learning from various disciplines, including: medical diagnosis and bioinformatics, financial market analysis a…
cs.LG2018
Convergence of Online Mirror Descent
Yunwen Lei, Ding-Xuan Zhou
In this paper we consider online mirror descent (OMD) algorithms, a class of scalable online learning algorithms exploiting data geometric structures through mirror maps. Necessary…