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Rename MDGP to DAGP

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Markus Kaiser 1 year ago
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      mdgp_based_wetchicken.tex

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@ -154,7 +154,7 @@ What kind of turbulences exist?
When does the canoeist fall down?
How do the actions influence the system?
We formulate a graphical model in \cref{fig:graphical_model} based on the Multi-Modal Deep GP model~\cite{kaiser_data_2018}, which allows us to handle the multi-modality introduced by falling down the waterfall.
We formulate a graphical model in \cref{fig:graphical_model} using the data association with GPs (DAGP) model~\cite{kaiser_data_2018}, which allows us to handle the multi-modality introduced by falling down the waterfall.
We specify this separation via the marginal likelihood
\begin{align}
\begin{split}
@ -248,7 +248,7 @@ Importantly, we only need a small number of Monte Carlo samples at every iterati
\setlength{\tabcolsep}{1pt}
\begin{tabular}{cSSS}
\toprule
{N} & {NFQ} & {GP} & {MDGP} \\
{N} & {NFQ} & {GP} & {DAGP} \\
\midrule
100 & 0.66 \pm 0.16 & \bfseries 1.41 \pm 0.01 & 1.18 \pm 0.09 \\
250 & 1.71 \pm 0.07 & 1.54 \pm 0.01 & \bfseries 2.33 \pm 0.01 \\

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