Sequential Monte Carlo and twisted state space models; Twisting models to reduce variance
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Outline
Inference in state space models
Sampling from state space models and Sequential Monte Carlo 16
Smoothing in state space models
Parameter estimation in state space models
Approximating the optimal sequence
Two simple examples
Experiment setups
Model and results
Other factors related to twisted models
Further work and other topics of interest
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