arxiveess.SP2026-07-16
Adaptive Score-Based VAMP: Self-Tuning Hyperparameters via Tilted EM
Approximate-message-passing methods offer fast Bayesian inference for high-dimensional inverse problems, but their performance and state-evolution predictions rely on correctly specified module parameters. This paper develops an adaptive version of score-based vector approximate…