9 citations · 15 across the 3 of their papers we have counts for
3 papers
cs.LG2019★ 9 cited
Quasi-potential as an implicit regularizer for the loss function in the stochastic gradient descent
Wenqing Hu, Zhanxing Zhu, Haoyi Xiong +1
We interpret the variational inference of the Stochastic Gradient Descent (SGD) as minimizing a new potential function named the \textit{quasi-potential}. We analytically construct…
cs.DB2016★ 2 cited
MSQ-Index: A Succinct Index for Fast Graph Similarity Search
Xiaoyang Chen, Hongwei Huo, Jun Huan +1
Graph similarity search has received considerable attention in many applications, such as bioinformatics, data mining, pattern recognition, and social networks. Existing methods fo…
cs.SI2016★ 4 cited
Learning Social Circles in Ego Networks based on Multi-View Social Graphs
Chao Lan, Yuhao Yang, Xiaoli Li +2
In social network analysis, automatic social circle detection in ego-networks is becoming a fundamental and important task, with many potential applications such as user privacy pr…