DID: Distributed Incremental Block Coordinate Descent for Nonnegative Matrix Factorization

Tianxiang Gao, Chris Chu

Nonnegative matrix factorization (NMF) has attracted much attention in the last decade as a dimension reduction method in many applications. Due to the explosion in the size of dat…