ermongroup/cs228-notes

Confusing notation of the factor-to-variable message in the belief propagation algorithm for trees

nbro opened this issue · 1 comments

nbro commented

The following equation is quite confusing

Screen Shot 2019-05-12 at 19 04 52

Specifically, you use x_{\mathcal N(s)} as input to f_s, but the summation is over x_{\mathcal N(s)\setminus i}, whose meaning is not very clear. I think you should clarify this point a little more. Here, $x$ is a random variable, so what could x_{\mathcal N(s)} mean?

I think the \mathcal{N} should be N, which is defined above as all the neighbors of a node.
Will update this later.