MM Adapted MH Methods
Résumé
In this paper, we derive a novel MH proposal, inspired from Langevin dynamics, where the drift term is preconditioned by an adaptive matrix constructed through an MM strategy. We propose several variants of low-complexity curvature metrics applicable to large scale problems. The proposed method is shown to exhibit a good performance in an image recovery example.
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