The Limits of Post-Selection Generalization

Jonathan Ullman, Adam Smith, Kobbi Nissim, Uri Stemmer, Thomas Steinke

Neural Information Processing Systems 

In this work we show several limitations on the power of algorithms satisfying post hoc generalization.

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