20 citations · 51 across the 6 of their papers we have counts for
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cs.CV2015
Discrete Independent Component Analysis (DICA) with Belief Propagation
Francesco A. N. Palmieri, Amedeo Buonanno
We apply belief propagation to a Bayesian bipartite graph composed of discrete independent hidden variables and discrete visible variables. The network is the Discrete counterpart…
cs.CV2015★ 4 cited
Towards Building Deep Networks with Bayesian Factor Graphs
Amedeo Buonanno, Francesco A. N. Palmieri
We propose a Multi-Layer Network based on the Bayesian framework of the Factor Graphs in Reduced Normal Form (FGrn) applied to a two-dimensional lattice. The Latent Variable Model…