State and parameter learning with PaRIS particle Gibbs

Gabriel Cardoso, Yazid Janati El Idrissi, Sylvain Le Corff +2

Non-linear state-space models, also known as general hidden Markov models, are ubiquitous in statistical machine learning, being the most classical generative models for serial dat…