Nested Gaussian filters for recursive Bayesian inference and nonlinear
tracking in state space modelsSignal Processing (Signal Process.), 2021 Sara Pérez-Vieites Joaquín Míguez |
Particle-based, online estimation of tangent filters with application to
parameter estimation in nonlinear state-space modelsAnnals of the Institute of Statistical Mathematics (AISM), 2017 |
A probabilistic scheme for joint parameter estimation and state
prediction in complex dynamical systemsPhysical Review E (PRE), 2017 |
Consistent estimation of the filtering and marginal smoothing
distributions in nonparametric hidden Markov modelsIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2015 |
Convergence and Convergence Rate of Stochastic Gradient Search in the
Case of Multiple and Non-Isolated ExtremaIEEE Conference on Decision and Control (CDC), 2009 |