Graphical Models Homework
Exercise 0: Probability Review. Due 27/10 (ps) (pdf)
Exercise 1: HMM and Lagrange multipliers. Due 7/11 (ps) (pdf)
Programming Ex.1: Due by 28/11
Exercise 2: Representation. Due Wednesday 17/11 (ps) (pdf)
Exercise 3: Belief Propagation Due Sunday 28/11 (ps) (pdf)
Exercise 4: Due by Wednesday, Dec. 8
Exercise 5: Approximate Inference: Due by Dec. 22 (ps),(pdf):
Programming Ex.2: Due by Jan. 13
Important: This exercise includes some simulations that may take some time, so don't wait to the last minute to start it.
You can find all the matrices in ~pmai/www/ex2/matrices/
Exercise 6 (fixed version) : EM , Due by Jan. 5 ps , pdf
Exercise 7: Parameter Estimation, Due by Jan. 20 , ps , pdf