Scalable Deep Subspace Clustering Network

Nairouz Mrabah, Mohamed Bouguessa, Sihem Sami

Subspace clustering methods face inherent scalability limits due to the $O(n^3)$ cost (with $n$ denoting the number of data samples) of constructing full $n\times n$ affinities and…