The Limits of Post-Selection Generalization

    CoRR, Volume abs/1806.06100, 2018.

    Cited by: 0|Bibtex|Views23|Links
    EI

    Abstract:

    While statistics and machine learning offers numerous methods for ensuring generalization, these methods often fail in the presence of adaptivity---the common practice in which the choice of analysis depends on previous interactions with the same dataset. A recent line of work has introduced powerful, general purpose algorithms that ens...More

    Code:

    Data:

    Your rating :
    0

     

    Tags
    Comments