Title
From Examples to Bayesian Inference.
Abstract
We show how to build an associative memory from a finite list of examples. By means of a fully-blown example, we demostrate how a probabilistic Bayesian factor graph can integrate naturally the discrete information contained in the list with smooth inference.
Year
DOI
Venue
2011
10.3233/978-1-60750-972-1-97
Frontiers in Artificial Intelligence and Applications
Keywords
Field
DocType
Bayesian Networks,Artificial Intelligence,Propagation of Belief
Factor graph,Frequentist inference,Content-addressable memory,Bayesian inference,Pattern recognition,Inference,Computer science,Artificial intelligence,Probabilistic logic,Machine learning,Bayesian probability
Conference
Volume
ISSN
Citations 
234
0922-6389
0
PageRank 
References 
Authors
0.34
5
5
Name
Order
Citations
PageRank
Francesco Palmieri100.34
Domenico Ciuonzo259942.44
Davide Mattera319935.08
Gianmarco Romano420516.19
Pierluigi Salvo Rossi532827.27