Reconstruction and estimation in data driven state-space models

By Valérie Monbet

• large scale machine learning
• particle filtering
• state space models
• observation noise
• missing data imputation
• non-parametric data assimilation
• sequential data assimilation
• local linear regression
• stochastic expectation-maximization (SEM)
• Particle filter