11 citations · 14 across the 21 of their papers we have counts for
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cs.AI2013
A Time and Space Efficient Junction Tree Architecture
Stephen Pasteris
The junction tree algorithm is a way of computing marginals of boolean multivariate probability distributions that factorise over sets of random variables. The junction tree algori…
cs.LG2013★ 11 cited
Online Similarity Prediction of Networked Data from Known and Unknown Graphs
Claudio Gentile, Mark Herbster, Stephen Pasteris
We consider online similarity prediction problems over networked data. We begin by relating this task to the more standard class prediction problem, showing that, given an arbitrar…