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Probabilistic Machine Learning: Advanced Topics

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"pur" should be "our". > we can compute the variance of pur estimate in terms of the ACF as

I added a very short new section on training objectives for deep generative models, going beyond the likelihood maximization approach adopted in most of the book. This is motivated by...

The highlighted symbol should be l (i.e., x_{i-1}). ![image](https://github.com/user-attachments/assets/b61f3fea-2a16-4bae-9782-68d6896cd1ab)

The text currently says that the samples are from the **prior**. However, the samples need to be from the **posterior** as the derivation in eq (3.284) ff shows. So, the...

I believe because the equation describes a linear model with a single output, and to be consistent with the right-hand side, the y_t in the left-hand side should not be...