22 citations · 52 across the 9 of their papers we have counts for
3 papers · 1 filter
Incremental Eigenpair Computation for Graph Laplacian Matrices: Theory and Applications
Pin-Yu Chen, Baichuan Zhang, Mohammad Al Hasan
The smallest eigenvalues and the associated eigenvectors (i.e., eigenpairs) of a graph Laplacian matrix have been widely used in spectral clustering and community detection. Howeve…
Bayesian Non-Exhaustive Classification for Active Online Name Disambiguation
Baichuan Zhang, Murat Dundar, Mohammad Al Hasan
The name disambiguation task partitions a collection of records pertaining to a given name, such that there is a one-to-one correspondence between the partitions and a group of peo…
Name Disambiguation in Anonymized Graphs using Network Embedding
Baichuan Zhang, Mohammad Al Hasan
In real-world, our DNA is unique but many people share names. This phenomenon often causes erroneous aggregation of documents of multiple persons who are namesake of one another. S…