3 citations · 4 across the 2 of their papers we have counts for
3 papers
stat.ME2021
Generalized Autoregressive Moving Average Models with GARCH Errors
Tingguo Zheng, Han Xiao, Rong Chen
One of the important and widely used classes of models for non-Gaussian time series is the generalized autoregressive model average models (GARMA), which specifies an ARMA structur…
cs.LG2015★ 3 cited
Margin-Based Feed-Forward Neural Network Classifiers
Han Xiao, Xiaoyan Zhu
Margin-Based Principle has been proposed for a long time, it has been proved that this principle could reduce the structural risk and improve the performance in both theoretical an…
cs.LG2015★ 1 cited
Max-Entropy Feed-Forward Clustering Neural Network
Han Xiao, Xiaoyan Zhu
The outputs of non-linear feed-forward neural network are positive, which could be treated as probability when they are normalized to one. If we take Entropy-Based Principle into c…