142 citations · 504 across the 29 of their papers we have counts for
4 papers · 1 filter
: Active Learning over Hypergraphs
I Chien, Huozhi Zhou, Pan Li
We propose a hypergraph-based active learning scheme which we term , generalizes the previously reported algorithm originally proposed for graph-based active lea…
Motif and Hypergraph Correlation Clustering
Pan Li, Gregory J. Puleo, Olgica Milenkovic
Motivated by applications in social and biological network analysis, we introduce a new form of agnostic clustering termed~\emph{motif correlation clustering}, which aims to minimi…
Quadratic Decomposable Submodular Function Minimization
Pan Li, Niao He, Olgica Milenkovic
We introduce a new convex optimization problem, termed quadratic decomposable submodular function minimization. The problem is closely related to decomposable submodular function m…
Submodular Hypergraphs: p-Laplacians, Cheeger Inequalities and Spectral Clustering
Pan Li, Olgica Milenkovic
We introduce submodular hypergraphs, a family of hypergraphs that have different submodular weights associated with different cuts of hyperedges. Submodular hypergraphs arise in cl…