1 citations · 1 across the 1 of their papers we have counts for
2 papers
stat.ML2018★ 1 cited
Sparse-Group Bayesian Feature Selection Using Expectation Propagation for Signal Recovery and Network Reconstruction
Edgar Steiger, Martin Vingron
We present a Bayesian method for feature selection in the presence of grouping information with sparsity on the between- and within group level. Instead of using a stochastic algor…
stat.ME2016
The Distance Precision Matrix: computing networks from nonlinear relationships
Mahsa Ghanbari, Julia Lasserre, Martin Vingron
A fundamental method of reconstructing networks, e.g. in the context of gene regulation, relies on the precision matrix (the inverse of the variance-covariance matrix) as an indica…