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.
S-NNLS: an Efficient Non-Negative Least Squares Algorithm for Sequential Data
COCOCCIONI, MARCO;LAZZERINI, BEATRICE;MARCELLONI, FRANCESCO
2011-01-01
Abstract
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.File in questo prodotto:
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