Macroscopic Analysis of Vector Approximate Message Passing in a Model Mismatch Setting

Takashi Takahashi, Yoshiyuki Kabashima

Vector approximate message passing (VAMP) is an efficient approximate inference algorithm used for generalized linear models. Although VAMP exhibits excellent performance, particul…