masters-thesis

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commit 66ea655111a5db046d24abcf546e634bfcdbbd91
parent 5d03615d035b5d7fede69ab34a69e11e44dc66ed
Author: Silas Brack <s174433@student.dtu.dk>
Date:   Thu, 23 Feb 2023 12:14:34 +0100

Final commit.

Diffstat:
M.gitignore | 2+-
Mchapters/training.tex | 2+-
Amain.pdf | 0
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 Binary files differ.