Efficient particle-based online smoothing in general hidden Markov models. - Johan Westerborn; Jimmy Olsson (ICASSP, 2014)

Efficient parameter inference in general hidden Markov models using the filter derivatives. - Jimmy Olsson; Johan Westerborn (ICASSP, 2016)

On particle-based online smoothing and parameter inference in general state-space models. - Johan Westerborn (2017)

Particle-Based Adaptive-Lag Online Marginal Smoothing in General State-Space Models. - Johan Alenlöv; Jimmy Olsson (IEEE Trans. Signal Process., 2019)

Pseudo-Marginal Hamiltonian Monte Carlo. - Johan Alenlöv; Arnoud Doucet; Fredrik Lindsten (J. Mach. Learn. Res., 2021)