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AINeutralarXiv โ€“ CS AI ยท 5h ago
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Maximin Share Guarantees via Limited Cost-Sensitive Sharing

Researchers present new theoretical frameworks for fair allocation of indivisible goods when limited sharing is allowed among agents. The study introduces cost-sensitive sharing mechanisms and proves that maximin share (MMS) allocations can be guaranteed under specific conditions, while also establishing new fairness concepts like Sharing Maximin Share (SMMS).

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