In addition, we found that following an approach whereπ andθ θ θ (D) are sampled separately for each author (similarly to AT-FA-P2) yields comparable performance to sampling only once by following the previously-unknown author assumption.
the former approach is too computationally expensive to run on data sets with many candidate authors.