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Obvious Independence of Clones

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arxiv 2210.04880 v2 pith:TDXHAICX submitted 2022-10-10 cs.GT

Ratip Emin Berker , Sílvia Casacuberta , Christopher Ong , Isaac Robinson This is my paper · ORCID
classification cs.GT
keywords clonesoiocindependencenominationobviouslyrulestrategicvoting
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The Independence of Clones (IoC) criterion measures a voting rule's robustness to strategic nomination. Prior literature has established empirically that individuals may still submit costly, distortionary misreports even in strategy-proof (SP) settings, due to failure to recognize the SP property. The intersection of these issues motivates the search for mechanisms that are Obviously Independent of Clones (OIoC): where strategic nomination/exiting of clones obviously has no effect on the outcome. We construct a formal and intuitive definition of a voting rule being OIoC and examine five IoC rules to identify whether they satisfy OIoC.

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  1. Clone-Robust AI Alignment

    cs.LG 2025-01 conditional novelty 6.0 of 10

    A Voronoi-weighted maximum likelihood estimator for RLHF is robust to adding approximate clone responses, unlike the standard regularized MLE.

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