22 citations · 23 across the 2 of their papers we have counts for
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stat.ML2008★ 1 cited
Inference with Discriminative Posterior
Jarkko Salojärvi, Kai Puolamäki, Eerika Savia +1
We study Bayesian discriminative inference given a model family $p(c,\x, θ)$ that is assumed to contain all our prior information but still known to be incorrect. This falls in bet…
stat.ML2008★ 22 cited
Component models for large networks
Janne Sinkkonen, Janne Aukia, Samuel Kaski
Being among the easiest ways to find meaningful structure from discrete data, Latent Dirichlet Allocation (LDA) and related component models have been applied widely. They are simp…