MIT AI Lab
tkapur@ai.mit.edu
Expectation-Maximization (how?)
•
Initial Guess of Model Parameters
•
Re-estimate Model Parameters:
–
E Step: compute PDF for hidden variables,
given observations and current model
parameters
–
M Step: compute ML model parameters
assuming pdf for hidden variables is correct