23 citations · 23 across the 3 of their papers we have counts for
3 papers
cs.LG2023
A variational autoencoder-based nonnegative matrix factorisation model for deep dictionary learning
Hong-Bo Xie, Caoyuan Li, Shuliang Wang +2
Construction of dictionaries using nonnegative matrix factorisation (NMF) has extensive applications in signal processing and machine learning. With the advances in deep learning,…
stat.ML2019
Scalable Deep Generative Relational Models with High-Order Node Dependence
Xuhui Fan, Bin Li, Scott Anthony Sisson +2
We propose a probabilistic framework for modelling and exploring the latent structure of relational data. Given feature information for the nodes in a network, the scalable deep ge…
cs.LG2015★ 23 cited
Comment on "Clustering by fast search and find of density peaks"
Shuliang Wang, Dakui Wang, Caoyuan Li +1
In [1], a clustering algorithm was given to find the centers of clusters quickly. However, the accuracy of this algorithm heavily depend on the threshold value of d-c. Furthermore,…