Develops tractable node-differentially private algorithms for community estimation in fixed-community stochastic block models together with lower bounds on the privacy parameter ε needed for consistency.
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Node-private community estimation in stochastic block models: Tractable algorithms and lower bounds
Develops tractable node-differentially private algorithms for community estimation in fixed-community stochastic block models together with lower bounds on the privacy parameter ε needed for consistency.