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Found 2 papers, 1 papers with code
A Performance Guarantee for Spectral Clustering
The two-step spectral clustering method, which consists of the Laplacian eigenmap and a rounding step, is a widely used method for graph partitioning.
DP-LSSGD: A Stochastic Optimization Method to Lift the Utility in Privacy-Preserving ERM
At the core of DP-LSSGD is the Laplacian smoothing, which smooths out the Gaussian noise used in the Gaussian mechanism.
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