Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization

Lavinia Ghita, Dhruv Desai, Jake Goldberg +1

Symmetric non-negative matrix factorization (SymNMF) recovers latent group structure from a dependence matrix, but its dense, quadratic-memory objective has confined prior work to…