1. Gibbs

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    2. A Study of Academic Collaborations in Computational Linguistics using a Latent Mixture of Authors Model

      ...d } (d) (d) ∗ Generate zi ∈ {λ1 , ..., λMd } ∼ M ult(θ(d) ) ∗ Generate wi ∈ {1, ..., V } ∼ M ult(βzi ) We use Gibbs sampling to perform inference in this model. If we consider our authors as a label space, this model is ...
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