Fixed LP -> ML
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\Ac{LP} decoding is a subject area introduced by Feldman et al.
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\cite{feldman_paper}. They reframe the decoding problem as an
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\textit{integer linear program} and subsequently present two relaxations into
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\textit{linear programs}, one representing a formulation of exact \ac{LP}
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decoding and one, which is an approximation with a more manageable
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\textit{linear programs}, one representing an \ac{LP} formulation of exact
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\ac{ML} decoding and one, which is an approximation with a more manageable
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representation.
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To solve the resulting linear program, various optimization methods can be
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used (see for example \cite{alp}, \cite{interior_point},
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