1 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.LG2013
An Improved EM algorithm
Fuqiang Chen
In this paper, we firstly give a brief introduction of expectation maximization (EM) algorithm, and then discuss the initial value sensitivity of expectation maximization algorithm…
cs.LG2013★ 1 cited
Contractive De-noising Auto-encoder
Fu-qiang Chen, Yan Wu, Guo-dong Zhao +3
Auto-encoder is a special kind of neural network based on reconstruction. De-noising auto-encoder (DAE) is an improved auto-encoder which is robust to the input by corrupting the o…
cs.LG2013★ 1 cited
Spectral Classification Using Restricted Boltzmann Machine
Fuqiang Chen, Yan Wu, Yude Bu +1
In this study, a novel machine learning algorithm, restricted Boltzmann machine (RBM), is introduced. The algorithm is applied for the spectral classification in astronomy. RBM is…