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ContinuousTransition node does not have mean-field rules #401

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albertpod opened this issue May 31, 2024 · 1 comment
Closed

ContinuousTransition node does not have mean-field rules #401

albertpod opened this issue May 31, 2024 · 1 comment
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@albertpod
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The current implementation of the continuous transition node allows only structured factorization between the states, i.e.,

constraints = @constraints begin
    q(x, y, h, Λ) = q(x, y)q(h)q(Λ)
end;

While this factorization is beneficial for state space models (as it introduces coupling between states), it doesn't allow one of $x$ or $y$ to be observed (clamped). The implementation of these (MF) rules needs to be added, which will also allow the following factorization:

constraints = @constraints begin
    q(x, y, h, Λ) = q(x)q(y)q(h)q(Λ)
end;
@bvdmitri
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bvdmitri commented Jul 2, 2024

Fixed in #406

@bvdmitri bvdmitri closed this as completed Jul 2, 2024
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