A 2-Dimensional Binary Search for Integer Pareto Frontiers

Published 11 Nov 2021 in cs.DS | (2111.06101v3)

Abstract: For finite integer squares, we consider the problem of learning a classification $I$ that respects Pareto domination. The setup is natural in dynamic programming settings. We show that a generalization of the binary search algorithm achieves an optimal $\theta(n)$ worst-case run time.

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Yotam Gafni

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