Learning Models and Inference · free preview

Parameter Learning via Maximum Likelihood

Parameter Learning via Maximum Likelihood

1. Parameter Learning via Maximum Likelihood

Parameter Learning via Maximum Likelihood

2. Parameter Learning via Maximum Likelihood (2)

Parameter Learning via Maximum Likelihood (2)

3. Parameter Learning via Maximum Likelihood (3)

Parameter Learning via Maximum Likelihood (3)

4. Parameter Learning via Maximum Likelihood (4)

Parameter Learning via Maximum Likelihood (4)

5. Gaussian mixture density

A Gaussian mixture model represents a density as

6. Why EM rather than closed-form MLE

Parameter learning for a Gaussian mixture uses the EM algorithm because

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