4 citations · 4 across the 1 of their papers we have counts for
2 papers
math.ST2018
Sequential sampling of junction trees for decomposable graphs
Jimmy Olsson, Tetyana Pavlenko, Felix L. Rios
The junction-tree representation provides an attractive structural property for organizing a decomposable graph. In this study, we present two novel stochastic algorithms, which we…
cs.LG2012★ 4 cited
Bayesian Network Classifiers in a High Dimensional Framework
Tatjana Pavlenko, Dietrich von Rosen
We present a growing dimension asymptotic formalism. The perspective in this paper is classification theory and we show that it can accommodate probabilistic networks classifiers,…