
Publications
2018
- Non-exhaustive, Overlapping Clustering (pdf, software)
J. Whang, Y. Hou, D. Gleich, I. Dhillon.
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 41(11), pp. 2644–2659, August 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)
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)