Lecture 6, Probability II
Tid: Torsdag 17 september 2015 kl 13:00 - 15:00
Plats: F2
Aktivitet: Föreläsning
Lärare: Giampiero Salvi ()
Studentgrupper: TCSCM_CSCA_2, TCSCM_CSCD_2, TCSCM_CSCE_2, TCSCM_CSCG_2, TEBSM_INMV_1, TEBSM_INSR_1, TITMM_2, TIVNM_DITS_2, TIVNM_HCID_1, TKOMK_3, TMAIM_1, TSCRM_1, TSCRM_2, TTMAM_1
Topics:
- estimation theory
- Maximum Likelihood, Maximum a Posteriori, Bayesian estimation
- Unsupervised learning and K-means
- Mixture of distributions and Expectation Maximization algorithm
Recommended reading:
Prince, Chapter 3, 4, 7.4. (Book available in full PDF here)