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Hermite Brings a Laptop: Analyzing Frieze-Jerrum Rounding Yields Improved Approximations for Clustering Problems

García-Soriano, David et al.
arXiv (All) · Papers
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data-structures-and-algorithms
The Frieze-Jerrum rounding is a standard tool for rounding SDP relaxations of graph partitioning and clustering problems, assigning nodes to at most $k$ clusters using $k$ independent Gaussian vectors. Its analysis hinges on the collision probability $P_k(ρ)$ that two nodes whose SDP vectors have in
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