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Bayesian Time Series Models, Barber Cemgil, and Chiappa (eds), Cambridge University Press, 2011. [pdf] |
Schedule
| Date | Place | Topic | Presenter | Slide |
| 7/17 (Tue) 16:00~18:00 | 302-309-1 | 1. Inference and estimation in probabilistic time series models | 이상우 + 양진산 |  |
| 3. Auxiliary particle filtering: recent developments | 김은솔 + 하정우 | | ||
| 7/19 (Thu) 16:00~18:00 | 302-309-1 | 7. Expectation propagation and generalized EP methods for inference in switching linear dynamical systems (LDSs) | 허민오 | |
| 8. Approximate inference in switching LDSs using Gaussian mixtures | 김권일 | | ||
| 9. Physiological monitoring with factorial switching LDSs | 이충연 + 장하영 | | ||
| 7/24 (Tue) 16:00~18:00 | 302-309-1 | 12. Sequential inference for dynamical evolving groups of objects | 이범진 + 김병희 | |
| 15. Nonparametric hidden Markov models | 양진산 | | ||
| 17. Optimal control theory and the linear Bellman equation | 김준식 | |