Diffusion-Robust Optimization over Graphs

Liviu Aolaritei, Ricky Huang, Michael I. Jordan +1

We introduce a diffusion-based uncertainty model for robust optimization on directed graphs, in which perturbations of edge weights propagate along adjacent edges and satisfy conse…