25 citations · 54 across the 14 of their papers we have counts for
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cs.LG2020
Repulsive Mixture Models of Exponential Family PCA for Clustering
Maoying Qiao, Tongliang Liu, Jun Yu +2
The mixture extension of exponential family principal component analysis (EPCA) was designed to encode much more structural information about data distribution than the traditional…
cs.LG2020
Detecting Communities in Heterogeneous Multi-Relational Networks:A Message Passing based Approach
Maoying Qiao, Jun Yu, Wei Bian +1
Community is a common characteristic of networks including social networks, biological networks, computer and information networks, to name a few. Community detection is a basic st…
cs.NE2020
Projection Neural Network for a Class of Sparse Regression Problems with Cardinality Penalty
Wenjing Li, Wei Bian
In this paper, we consider a class of sparse regression problems, whose objective function is the summation of a convex loss function and a cardinality penalty. By constructing a s…