Konstantinos D. Koutroumbas

A Projected Newton-type Algorithm for Nonnegative Matrix Factorization with Model Order Selection

Nonnegative matrix factorization (NMF) has attracted considerable attention over the past few years as is met in many modern machine learning applications. NMF presents some inherent challenges when it comes both to its theoretical understanding and the task of devising efficient algorithmic tools.…