3 papers
stat.ML2021
Query-augmented Active Metric Learning
Yujia Deng, Yubai Yuan, Haoda Fu +1
In this paper we propose an active metric learning method for clustering with pairwise constraints. The proposed method actively queries the label of informative instance pairs, wh…
cs.SI2021
High-order joint embedding for multi-level link prediction
Yubai Yuan, Annie Qu
Link prediction infers potential links from observed networks, and is one of the essential problems in network analyses. In contrast to traditional graph representation modeling wh…
stat.ME2018
Community Detection with Dependent Connectivity
Yubai Yuan, Annie Qu
In network analysis, within-community members are more likely to be connected than between-community members, which is reflected in that the edges within a community are intercorre…