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20162026
most citedIs a Single Embedding Enough? Learning Node Representations that Capture Multiple Social Contexts

109 citations · 266 across the 23 of their papers we have counts for

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2 papers · 1 filter

cs.CR2022★ 3 cited

Differentially Private Graph Learning via Sensitivity-Bounded Personalized PageRank

Alessandro Epasto, Vahab Mirrokni, Bryan Perozzi +2

Personalized PageRank (PPR) is a fundamental tool in unsupervised learning of graph representations such as node ranking, labeling, and graph embedding. However, while data privacy…

cs.CR2022

Smooth Anonymity for Sparse Graphs

Alessandro Epasto, Hossein Esfandiari, Vahab Mirrokni +1

When working with user data providing well-defined privacy guarantees is paramount. In this work, we aim to manipulate and share an entire sparse dataset with a third party private…