Horospherical random graphs

Expanders are sparse graph that are strongly connected, where strong is quantified using eigenvalues of the adjacency matrix, and sparsity in terms of vertex valency. We give a model of random graphs and study their expansion properties. This model is a particular case of soft geometric random graphs, and allows to construct sparse graphs with good expansion properties, as well as highly clustered ones.