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stat.ME2009★ 2 cited
Ranking relations using analogies in biological and information networks
Ricardo Silva, Katherine Heller, Zoubin Ghahramani +1
Analogical reasoning depends fundamentally on the ability to learn and generalize about relations between objects. We develop an approach to relational learning which, given a set…
cs.LG2009★ 13 cited
Bayesian two-sample tests
Karsten M. Borgwardt, Zoubin Ghahramani
In this paper, we present two classes of Bayesian approaches to the two-sample problem. Our first class of methods extends the Bayesian t-test to include all parametric models in t…