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cs.LG2023
FedSpectral+: Spectral Clustering using Federated Learning
Janvi Thakkar, Devvrat Joshi
Clustering in graphs has been a well-known research problem, particularly because most Internet and social network data is in the form of graphs. Organizations widely use spectral…
cs.LG2023
k-Means SubClustering: A Differentially Private Algorithm with Improved Clustering Quality
Devvrat Joshi, Janvi Thakkar
In today's data-driven world, the sensitivity of information has been a significant concern. With this data and additional information on the person's background, one can easily in…