selected publications

• academic article

  • Macrolitter video counting on riverbanks using state space models and moving cameras.  .  2023
  • A pseudo-marginal sequential Monte Carlo online smoothing algorithm.  Bernoulli.  28. 2022

• blog posting

  • Amortized backward variational inference in nonlinear state-space models.  arXiv (Cornell University). 2022
  • Backward importance sampling for partially observed diffusion processes.  HAL (Le Centre pour la Communication Scientifique Directe). 2020
  • Online pseudo Marginal Sequential Monte Carlo smoother for general state spaces. Application to recursive maximum likelihood estimation of stochastic differential equations.  HAL (Le Centre pour la Communication Scientifique Directe). 2019