Non-asymptotic deviation inequalities for smoothed additive functionals in non-linear state-space models

Cyrille Dubarry, Sylvain Le Corff

The approximation of fixed-interval smoothing distributions is a key issue in inference for general state-space hidden Markov models (HMM). This contribution establishes non-asympt…