Text

Bayesian Time Series Models, Barber Cemgil,
and Chiappa (eds), Cambridge University Press, 2011.
[pdf]

Schedule

DatePlaceTopicPresenterSlide
7/17 (Tue) 16:00~18:00 302-309-1 1. Inference and estimation in probabilistic time series models ÀÌ»ó¿ì + ¾çÁø»ê
3. Auxiliary particle filtering: recent developments ±èÀº¼Ö + ÇÏÁ¤¿ì
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) Çã¹Î¿À
8. Approximate inference in switching LDSs using Gaussian mixtures ±è±ÇÀÏ
9. Physiological monitoring with factorial switching LDSs ÀÌÃæ¿¬ + ÀåÇÏ¿µ
7/24 (Tue) 16:00~18:00 302-309-1 12. Sequential inference for dynamical evolving groups of objects À̹üÁø + ±èº´Èñ bjlee
15. Nonparametric hidden Markov models ¾çÁø»ê
17. Optimal control theory and the linear Bellman equation ±èÁؽÄ
¨Ï 2012 Biointelligence Lab  |  Last update: July 2012