I am trying to implement the LDA model fit by collapsed Gibbs sampling by myself. I have go through this article. And there is a clear pseudo code (section
5.5), which states that I should check the convergence after each time iterate through all documents, but doesn't say how. Could you please tell me what is the criteria of the convergence in the collapsed Gibbs sampling? Thanks in advance!
I have found this paper, introducing lots of methods to measure the criteria of convergence. But I can't tell which one is suitable for collapsed Gibbs sampling. Could you help me? Thanks.
Thanks for @Greenparker 's help. What I need is the criteria of determining whether the sampler is converged or not.