A unified DPI-based framework yields novel change-of-measure inequalities that produce tighter high-probability generalization bounds.
Fundamental bound on the reliability of quantum information transmission
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Tighter Information-Theoretic Generalization Bounds via a Novel Class of Change of Measure Inequalities
A unified DPI-based framework yields novel change-of-measure inequalities that produce tighter high-probability generalization bounds.