Example: EM in clustering

• Consider clustering example

E-Step:

• Compute P(C[m]|X1[m],…,Xn[m],?)
• This corresponds to “soft” assignment to clusters
• Compute expected statistics:

M-Step

• Re-estimate P(Xi|C), P(C)

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