Inference under Information Constraints I: Lower Bounds from Chi-Square Contraction

    COLT, Volume abs/1812.11476, 2019, Pages 3-17.

    Cited by: 28|Bibtex|Views26|Links
    EI

    Abstract:

    Multiple players are each given one independent sample, about which they can only provide limited information to a central referee. Each player is allowed to describe its observed sample to the referee using a channel from a family of channels $mathcal{W}$, which can be instantiated to capture both the communication- and privacy-constrain...More

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