Iterated Block Particle Filter for High-dimensional Parameter Learning:
Beating the Curse of DimensionalityJournal of machine learning research (JMLR), 2021 |
Systemic Infinitesimal Over-dispersion on Graphical Dynamic ModelsStatistics and computing (Stat Comput), 2021 |
Moving-Resting Process with Measurement Error in Animal Movement
ModelingMethods in Ecology and Evolution (Methods Ecol. Evol.), 2020 |
Efficient data augmentation for fitting stochastic epidemic models to
prevalence dataJournal of Computational And Graphical Statistics (JCGS), 2016 |
On Coupling Particle Filter TrajectoriesStatistics and computing (Stat. Comput.), 2016 |