The Limits of Post-Selection Generalization
CoRR, Volume abs/1806.06100, 2018.
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
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