4 citations · 4 across the 2 of their papers we have counts for
2 papers
math.ST2026
On Expectation Propagation and the Probabilistic Editor in some simple mixture problems
Nils Lid Hjort, Mike Titterington
As for other latent-variable problems, exact Bayesian analysis is typically not practicable for mixture problems and approximate methods have been developed. Variational Bayes tend…
stat.CO2008★ 4 cited
A Bayesian reassessment of nearest-neighbour classification
Lionel Cucala, Jean-Michel Marin, Christian Robert +1
The k-nearest-neighbour procedure is a well-known deterministic method used in supervised classification. This paper proposes a reassessment of this approach as a statistical techn…