Tight Bounds for Machine Unlearning via Differential Privacy

We consider the formulation of "machine unlearning" of Sekhari, Acharya, Kamath, and Suresh (NeurIPS 2021), which formalizes the so-called "right to be forgotten" by requiring that a trained model, upon request, should be able to "unlearn" a number of points from the tr...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Huang, Yiyang, Canonne, Clément L
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!