A. Singh

most citedRegularized spectral methods for clustering signed networks

13 citations · 13 across the 1 of their papers we have counts for

collaborators

2 papers

stat.ML2020★ 13 cited

Regularized spectral methods for clustering signed networks

Mihai Cucuringu, Apoorv Vikram Singh, Déborah Sulem +1

We study the problem of $k$ -way clustering in signed graphs. Considerable attention in recent years has been devoted to analyzing and modeling signed graphs, where the affinity mea…

cs.DS2018

On Euclidean $k$ -Means Clustering with $α$ -Center Proximity

Amit Deshpande, Anand Louis, Apoorv Vikram Singh

$k$ -means clustering is NP-hard in the worst case but previous work has shown efficient algorithms assuming the optimal $k$ -means clusters are \emph{stable} under additive or multi…

Regularized spectral methods for clustering signed networks

On Euclidean k-Means Clustering with α-Center Proximity

On Euclidean $k$ -Means Clustering with $α$ -Center Proximity