Statistical physics and message passing inference represent two interwoven strands of modern quantitative research. While statistical physics examines how macroscopic phenomena emerge from the ...

This is a preview. Log in through your library . Abstract We consider a class of nonlinear mappings FA,N in ℝN indexed by symmetric random matrices A ∈ ℝN×N with independent entries. Within spin glass ...

Distributed, iterative algorithms operating with minimal data structure while performing little computation per iteration are popularly known as message passing in the recent literature. Belief ...