2 papers
cs.SI2021
Analysis of centrality measures under differential privacy models
Jesse Laeuchli, Yunior Ramírez-Cruz, Rolando Trujillo-Rasua
This paper provides the first analysis of the differentially private computation of three centrality measures, namely eigenvector, Laplacian and closeness centralities, on arbitrar…
hep-lat2013
Hierarchical probing for estimating the trace of the matrix inverse on toroidal lattices
Andreas Stathopoulos, Jesse Laeuchli, Kostas Orginos
The standard approach for computing the trace of the inverse of a very large, sparse matrix is to view the trace as the mean value of matrix quadratures, and use the Monte Carl…