Recursive Bayesian Inference on Stochastic Differential Equations, Doctoral dissertation, 2006. ,
On Sequential Monte Carlo Sampling of Discretely Observed Stochastic Differential Equations, 2006 IEEE Nonlinear Statistical Signal Processing Workshop, 2006. ,
DOI : 10.1109/NSSPW.2006.4378811
Application of Girsanov theorem to particle filtering of discretely observed
continuous-time non-linear systems, Bayesian Analysis, vol.3, issue.3, pp.555-584, 2008. ,
DOI : 10.1214/08-BA322
Stochastic Processes and Filtering Theory, 1970. ,
Non-linear filtering: interacting particle resolution, Markov processes and related fields, pp.555-581, 1996. ,
Branching and interacting particle systems approximations of Feynman- Kac formulae with applications to non-linear filtering, 2000. ,
A survey of convergence results on particle filtering methods for practitioners, IEEE Transactions on Signal Processing, vol.50, issue.3, pp.736-746, 2002. ,
DOI : 10.1109/78.984773
A General Convergence Result for Particle Filtering, IEEE Transactions on Signal Processing, vol.59, issue.7, 2011. ,
DOI : 10.1109/TSP.2011.2135349
Mean field simulation for Monte Carlo integration, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00932211
Nonlinear time series: Theory, Methods and Applications with R Examples, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01263245
Adaptive Markov Chain Monte Carlo and Bayesian Filtering for State Space Models, Doctoral dissertation, 2014. ,
Moment conditions for convergence of particle filters with unbounded importance weights, Signal Processing, vol.118, pp.133-138, 2016. ,
DOI : 10.1016/j.sigpro.2015.06.018
On Transforming a Certain Class of Stochastic Processes by Absolutely Continuous Substitution of Measures, Theory of Probability and its Applications, pp.285-301, 1960. ,
DOI : 10.1137/1105027
Martingale limit theory and its application, Academic press, 1980. ,
The finiteness of moments of a stochastic exponential, Statistics & Probability Letters, vol.64, issue.3, pp.243-248, 2003. ,
DOI : 10.1016/S0167-7152(03)00155-X
Exact finite dimensional nonlinear filters for continuous time processes with discrete time measurements, The 23rd IEEE Conference on Decision and Control, pp.16-22, 1984. ,
DOI : 10.1109/CDC.1984.272243