S-NNLS: An efficient non-negative least squares algorithm for sequential data

摘要

In this work, we propose sequential non-negative least squares (S-NNLS), an efficient algorithm for the solution of a sequence of non-negative least squares problem, which is more efficient than its batch counterparts when data are collected sequentially.