commit 66ea655111a5db046d24abcf546e634bfcdbbd91
parent 5d03615d035b5d7fede69ab34a69e11e44dc66ed
Author: Silas Brack <s174433@student.dtu.dk>
Date: Thu, 23 Feb 2023 12:14:34 +0100
Final commit.
Diffstat:
3 files changed, 2 insertions(+), 2 deletions(-)
diff --git a/.gitignore b/.gitignore
@@ -301,4 +301,4 @@ TSWLatexianTemp*
#*Notes.bib
.vscode/
-main.pdf
+# main.pdf
diff --git a/chapters/training.tex b/chapters/training.tex
@@ -47,7 +47,7 @@ As in \cref{eq:laplace-taylor}, we have the approximate Laplace log-posterior
The approximate Laplace marginal is then computed as
\begin{align}\label{eq:laplace-marginal}
\begin{split}
- p(\bm y) ={} \stackrel{\textsc{la}}{\approx}{} & \int_{\bm \theta} p(\bm \theta_{\textsc{map}} \given \bm y) \exp\left( -\frac{1}{2} (\bm \theta - \bm \theta_{\textsc{map}}) \bm \Lambda (\bm \theta - \bm \theta_{\textsc{map}}) \right)\,d \bm \theta
+ p(\bm y) \stackrel{\textsc{la}}{\approx}{} & \int_{\bm \theta} p(\bm \theta_{\textsc{map}} \given \bm y) \exp\left( -\frac{1}{2} (\bm \theta - \bm \theta_{\textsc{map}}) \bm \Lambda (\bm \theta - \bm \theta_{\textsc{map}}) \right)\,d \bm \theta
\\ ={}& p(\bm \theta_{\textsc{map}} \given \bm y) \int_{\bm \theta} \exp\left( -\frac{1}{2} (\bm \theta - \bm \theta_{\textsc{map}}) \bm \Lambda (\bm \theta - \bm \theta_{\textsc{map}})\right)\,d \bm \theta
\\ ={}& p(\bm \theta_{\textsc{map}} \given \bm y)\,(2 \pi)^{D / 2}\,(\det \bm \Lambda)^{-1/2}.
\end{split}
diff --git a/main.pdf b/main.pdf
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