2 papers
cs.LG2018
Large scale classification in deep neural network with Label Mapping
Qizhi Zhang, Kuang-Chih Lee, Hongying Bao +3
In recent years, deep neural network is widely used in machine learning. The multi-class classification problem is a class of important problem in machine learning. However, in ord…
cs.IT2018
Category coding with neural network application
Qizhi Zhang, Kuang-chih Lee, Hongying Bao +2
In many applications of neural network, it is common to introduce huge amounts of input categorical features, as well as output labels. However, since the required network size sho…