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cs.CR2024
Differentially private exact recovery for stochastic block models
Dung Nguyen, Anil Vullikanti
Stochastic block models (SBMs) are a very commonly studied network model for community detection algorithms. In the standard form of an SBM, the vertices (or nodes) of a graph…
cs.LG2024★ 1 cited
Contrastive Explainable Clustering with Differential Privacy
Dung Nguyen, Ariel Vetzler, Sarit Kraus +1
This paper presents a novel approach to Explainable AI (XAI) that combines contrastive explanations with differential privacy for clustering algorithms. Focusing on k-median and k-…