409 citations · 1.5k across the 95 of their papers we have counts for
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stat.ML2010
Large Margin Multiclass Gaussian Classification with Differential Privacy
Manas A. Pathak, Bhiksha Raj
As increasing amounts of sensitive personal information is aggregated into data repositories, it has become important to develop mechanisms for processing the data without revealin…
cs.CR2010
Privacy-Preserving Protocols for Eigenvector Computation
Manas A. Pathak, Bhiksha Raj
In this paper, we present a protocol for computing the principal eigenvector of a collection of data matrices belonging to multiple semi-honest parties with privacy constraints. Ou…