40 citations · 56 across the 5 of their papers we have counts for
5 papers
Towards Fair Deep Clustering With Multi-State Protected Variables
Bokun Wang, Ian Davidson
Fair clustering under the disparate impact doctrine requires that population of each protected group should be approximately equal in every cluster. Previous work investigated a di…
Rank Restricted Semidefinite Matrices and Image Closedness
Ian Davidson, Henry Wolkowicz
We study the closure of the projection of the (nonconvex) cone of rank restricted positive semidefinite matrices onto subsets of the matrix entries. This defines the feasible sets…
Some Advances in Role Discovery in Graphs
Sean Gilpin, Chia-Tung Kuo, Tina Eliassi-Rad +1
Role discovery in graphs is an emerging area that allows analysis of complex graphs in an intuitive way. In contrast to other graph prob- lems such as community discovery, which fi…
Stochastic Coordinate Coding and Its Application for Drosophila Gene Expression Pattern Annotation
Binbin Lin, Qingyang Li, Qian Sun +4
\textit{Drosophila melanogaster} has been established as a model organism for investigating the fundamental principles of developmental gene interactions. The gene expression patte…
A Reconstruction Error Formulation for Semi-Supervised Multi-task and Multi-view Learning
Buyue Qian, Xiang Wang, Ian Davidson
A significant challenge to make learning techniques more suitable for general purpose use is to move beyond i) complete supervision, ii) low dimensional data, iii) a single task an…