Towards Scalable Exact Machine Unlearning Using Parameter-Efficient Fine-Tuning

Machine unlearning is the process of efficiently removing the influence of a training data instance from a trained machine learning model without retraining it from scratch. A popular subclass of unlearning approaches is exact machine unlearning, which focuses on techniques that explicitly guarantee...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Chowdhury, Somnath Basu Roy, Choromanski, Krzysztof, Sehanobish, Arijit, Dubey, Avinava, Chaturvedi, Snigdha
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!