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arXiv cs.LG·

Diversity-Driven Offline Multi-Objective Optimization via Nested Pareto Set Learning

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In three linesDOMOO, an offline multi-objective optimization method, addresses out-of-distribution (OOD) issues by combining cumulative risk control and nested Pareto set learning. Introduces IGD_offline, a tailored indicator for offline settings, to select diverse and convergent solutions.
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