Search Results for author: Hussein Saad

Found 2 papers, 0 papers with code

EXIT Analysis for Community Detection

no code implementations8 Jan 2019 Hussein Saad, Aria Nosratinia

For two symmetric communities, the asymptotic residual error for belief propagation is calculated under finite-alphabet side information, generalizing a previous result with noisy labels.

Community Detection

Recovering a Single Community with Side Information

no code implementations5 Sep 2018 Hussein Saad, Aria Nosratinia

Under belief propagation, tight necessary and sufficient conditions for weak recovery are calculated when the LLRs are constant, and sufficient conditions when the LLRs vary with $n$.

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