156 citations · 440 across the 15 of their papers we have counts for
Showing 2013Show all
2 papers · 1 filter
stat.ML2013★ 1 cited
One-class Collaborative Filtering with Random Graphs: Annotated Version
Ulrich Paquet, Noam Koenigstein
The bane of one-class collaborative filtering is interpreting and modelling the latent signal from the missing class. In this paper we present a novel Bayesian generative model for…
stat.ML2013★ 11 cited
Perturbative Corrections for Approximate Inference in Gaussian Latent Variable Models
Manfred Opper, Ulrich Paquet, Ole Winther
Expectation Propagation (EP) provides a framework for approximate inference. When the model under consideration is over a latent Gaussian field, with the approximation being Gaussi…