Abstract: Subset selection, a fundamental problem in various domains, is to choose a subset of elements from a large candidate set under a given objective or multiple objectives. Pareto optimization ...

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Subset selection that selects a limited number of variables optimizing many given criteria is a fundamental problem with various applications, such as sparse regression (SR) and unsupervised feature ...