Relax, no need to round: integrality of clustering formulations

Pranjal Awasthi, Afonso S. Bandeira, Moses Charikar +3

We study exact recovery conditions for convex relaxations of point cloud clustering problems, focusing on two of the most common optimization problems for unsupervised clustering:…