Interacting Particle Langevin Algorithm for Maximum Marginal Likelihood Estimation

Ö. Deniz Akyildiz, Francesca Romana Crucinio, Mark Girolami +2

We develop a class of interacting particle systems for implementing a maximum marginal likelihood estimation (MMLE) procedure to estimate the parameters of a latent variable model.…