Exploring local differential privacy methods for secure graph analysis.
― 7 min read
Monika Henzinger
Optimizing data selection can significantly enhance machine learning training efficiency and performance.
― 6 min read
Blending traditional clustering methods with privacy protections using differential privacy.
― 6 min read
A novel method uses random walks for efficient graph clustering.
― 5 min read
This paper discusses improving dynamic clustering solutions amidst constantly changing data.
― 6 min read
Innovative algorithms for counting distinct items while ensuring data privacy.
― 5 min read