56 citations · 182 across the 17 of their papers we have counts for
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cs.LG2011★ 1 cited
Improving parameter learning of Bayesian nets from incomplete data
Giorgio Corani, Cassio P. De Campos
This paper addresses the estimation of parameters of a Bayesian network from incomplete data. The task is usually tackled by running the Expectation-Maximization (EM) algorithm sev…
cs.AI2011
Solving Limited Memory Influence Diagrams
Denis Deratani Mauá, Cassio Polpo de Campos, Marco Zaffalon
We present a new algorithm for exactly solving decision making problems represented as influence diagrams. We do not require the usual assumptions of no forgetting and regularity;…