I made a presentation on Latent Dirichlet Allocation with its inference and mean field method for study group.
I thought I would share it so it might be of some help to someone. It is assumed you know basic Inference, basic probability and standard distributions, EM algorithm, basic sampling.
https://www.dropbox.com/s/qsh8seuy527z30s/variational.pdf
If you think some credits might be missing then mail me.
I thought I would share it so it might be of some help to someone. It is assumed you know basic Inference, basic probability and standard distributions, EM algorithm, basic sampling.
https://www.dropbox.com/s/qsh8seuy527z30s/variational.pdf
If you think some credits might be missing then mail me.
