A Necessary and Sufficient Stability Notion for Adaptive Generalization

Moshe Shenfeld, Katrina Ligett

Neural Information Processing Systems 

Intuitively,theseconcentration arguments ensure that, for anygiven function, most sample sets are good "representatives" of the distribution.

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