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Relax, no need to round: integrality of clustering formulations.
Pranjal Awasthi
Afonso S. Bandeira
Moses Charikar
Ravishankar Krishnaswamy
Soledad Villar
Rachel Ward
Published in:
CoRR (2014)
Keyphrases
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clustering algorithm
k means
clustering method
unsupervised learning
information theoretic
graph theoretic
neural network
anomaly detection
self organizing maps
hierarchical clustering
mixed integer
data points
distance metric
document clustering
spectral clustering
optimization methods