Publications
2018
2016
- Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering (pdf)
Y. Hou, J. Whang, D. Gleich, I. Dhillon.
In SIAM International Conference on Data Mining (SDM), pp. 297–305, May 2016. (Oral) - Overlapping Community Detection Using Neighborhood-Inflated Seed Expansion (pdf)
J. Whang, D. Gleich, I. Dhillon.
IEEE Transactions on Knowledge and Data Engineering (TKDE) 28(5), pp. 1272–1284, 2016.
2015
- Non-exhaustive, Overlapping Clustering via Low-Rank Semidefinite Programming (pdf, slides)
Y. Hou, J. Whang, D. Gleich, I. Dhillon.
In ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), pp. 427–436, August 2015. (Oral) - Non-exhaustive, Overlapping k-means (pdf, software)
J. Whang, I. Dhillon, D. Gleich.
In SIAM International Conference on Data Mining (SDM), pp. 936–944, May 2015.
2013