diff --git a/latex/thesis/chapters/lp_dec_using_admm.tex b/latex/thesis/chapters/lp_dec_using_admm.tex
index 29e55ee..0fc7bf5 100644
--- a/latex/thesis/chapters/lp_dec_using_admm.tex
+++ b/latex/thesis/chapters/lp_dec_using_admm.tex
@@ -11,8 +11,8 @@ TODO
 \Ac{LP} decoding is a subject area introduced by Feldman et al.
 \cite{feldman_paper}. They reframe the decoding problem as an
 \textit{integer linear program} and subsequently present two relaxations into
-\textit{linear programs}, one representing a formulation of exact \ac{LP}
-decoding and one, which is an approximation with a more manageable
+\textit{linear programs}, one representing an \ac{LP} formulation of exact
+\ac{ML} decoding and one, which is an approximation with a more manageable
 representation.
 To solve the resulting linear program, various optimization methods can be
 used (see for example \cite{alp}, \cite{interior_point},