Learning Sparse Representations by Non-Negative Matrix Factorization and Sequential Cone Programming
HeilerMatthias, SchnörrChristoph · Journal of Machine Learning Research · 2006
We exploit the biconvex nature of the Euclidean non-negative matrix factorization (NMF) optimization problem to derive optimization schemes based on sequential quadratic and second order cone progr...