Shape And Structure Preserving Differential Privacy

no code implementations • 21 Sep 2022 • Carlos Soto, Karthik Bharath, Matthew Reimherr, Aleksandra Slavkovic

It is common for data structures such as images and shapes of 2D objects to be represented as points on a manifold.

Perfect Spectral Clustering with Discrete Covariates

1 code implementation • 17 May 2022 • Jonathan Hehir, Xiaoyue Niu, Aleksandra Slavkovic

Here we consider the problem of performing community detection in the presence of discrete node covariates, where network structure is determined by a combination of a latent block model structure and homophily on the observed covariates.

Clustering Community Detection +1