Abstract The stochastic block model (SBM) is widely studied as a benchmark for graph clustering aka community detection. In practice, data often come with node attributes that bear additional information about the communities. Previous works modeled such by considering are generated from memberships. this work, motivated recent surge of in signal processing using deep neural networks priors, we...

This article examines a new approach which solves Linear Programming (LP) problems with stochastic parameters as a generalized model of the fuzzy mathematical model analyzed by Verdegay. An expectation model is provided for solving the problem. A multi-parametric programming is applied to access to a solution with different desired degrees as well as problem constraints. Additionally, we presen...