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[AMR] updated first 4.5 sections
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\newpage
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\subsection{Non-Linear Least Squares}
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Find $\vec{x}^* = \text{argmax}\; \P(\vec{x} | \vec{z}) = \argmin{}(-\log(\P(\vec{x}|\vec{z})))$
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