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    Home»AI Tools»[2408.10077] No Screening is More Efficient with Multiple Objects
    AI Tools

    [2408.10077] No Screening is More Efficient with Multiple Objects

    AwaisBy AwaisFebruary 5, 2026No Comments1 Min Read0 Views
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    Measuring Intelligence Efficiency of Local AI
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    [Submitted on 19 Aug 2024 (v1), last revised 4 Feb 2026 (this version, v3)]

    View a PDF of the paper titled No Screening is More Efficient with Multiple Objects, by Shunya Noda and Genta Okada

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    Abstract:We study efficient mechanism design for allocating multiple heterogeneous objects. The aim is to maximize the residual surplus, the total value generated from an allocation minus the costs of screening. We discover a robust trend indicating that no-screening mechanisms, such as serial dictatorship with exogenous priority order, tend to perform better as the variety of goods increases. We analyze the underlying reasons by characterizing asymptotically efficient mechanisms in a stylized environment. We also apply an automated mechanism design approach to numerically derive efficient mechanisms and validate the trend in general environments. Building on these implications, we propose the register-invite-book system (RIB) as an efficient system for scheduling vaccinations against pandemic diseases.

    Submission history

    From: Shunya Noda [view email]
    [v1]
    Mon, 19 Aug 2024 15:20:42 UTC (741 KB)
    [v2]
    Sun, 14 Dec 2025 15:18:58 UTC (3,760 KB)
    [v3]
    Wed, 4 Feb 2026 06:52:27 UTC (3,780 KB)

    Efficient Multiple objects Screening
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    Awais
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