189 citations · 206 across the 6 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
stat.ML2018
Single Index Latent Variable Models for Network Topology Inference
Jonathan Mei, José M. F. Moura
A semi-parametric, non-linear regression model in the presence of latent variables is applied towards learning network graph structure. These latent variables can correspond to unm…
stat.ML2018
EigenNetworks
Jonathan Mei, José M. F. Moura
Many applications donot have the benefit of the laws of physics to derive succinct descriptive models for observed data. In alternative, interdependencies among time series $\{…