Two-way sparsity for time-varying networks, with applications in genomics

Thomas E. Bartlett, Ioannis Kosmidis, Ricardo Silva

We propose a novel way of modelling time-varying networks, by inducing two-way sparsity on local models of node connectivity. This two-way sparsity separately promotes sparsity acr…