---------- Forwarded message ----------
From:
Yuheng Hu <wonderfulhoo@gmail.com>
Date: Sun, Nov 25, 2012 at 8:37 PM
Subject: Re: A better reference for collapsed gibbs sampling on LDA..
To: Subbarao Kambhampati <
rao@asu.edu>
In addition to the PNAS paper that Rao mentioned to you, you may also
check Gregor Heinrich's Parameter estimation for text analysis (the
PDF is attached). This very well-written very useful draft explains
everything in detail about collapsed gibbs sampling used in LDA.
--
Best regards,
Yuheng Hu
On Sun, Nov 25, 2012 at 5:38 PM, Subbarao Kambhampati <
rao@asu.edu> wrote:
> The JMLR paper on LDA focuses mostly on the variational inference method.
> The tool you are using for your project uses collapsed
> gibbs sampling. If you want details on that, you might see the following
> paper:
>
>
http://www.pnas.org/content/101/suppl.1/5228.full.pdf
>
> (it is also serves as another introduction to LDA)
>
> Rao
>