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"Eventually" is a false friend :(
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@ -421,7 +421,7 @@ the number of variables in a conditional probability table.
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\subsection{Noisy-OR}
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\marginnote{Noisy-OR}
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Noisy-OR distributions model a network of non-interacting causes with a common effect.
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A node $X$ has $k$ parents $U_1, \dots, U_k$ and eventually a leak node $U_L$ to capture unmodeled concepts.
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A node $X$ has $k$ parents $U_1, \dots, U_k$ and possibly a leak node $U_L$ to capture unmodeled concepts.
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\begin{figure}[h]
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\centering
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