12 citations · 12 across the 2 of their papers we have counts for
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cs.LG2009
Scalable Inference for Latent Dirichlet Allocation
James Petterson, Tiberio Caetano
We investigate the problem of learning a topic model - the well-known Latent Dirichlet Allocation - in a distributed manner, using a cluster of C processors and dividing the corpus…
cs.LG2009★ 12 cited
Exponential Family Graph Matching and Ranking
James Petterson, Tiberio Caetano, Julian McAuley +1
We present a method for learning max-weight matching predictors in bipartite graphs. The method consists of performing maximum a posteriori estimation in exponential families with…