14 citations · 24 across the 2 of their papers we have counts for
2 papers
cs.AI2012★ 14 cited
The Complexity of Approximately Solving Influence Diagrams
Denis D. Maua, Cassio Polpo de Campos, Marco Zaffalon
Influence diagrams allow for intuitive and yet precise description of complex situations involving decision making under uncertainty. Unfortunately, most of the problems described…
cs.AI2012★ 10 cited
Anytime Marginal MAP Inference
Denis Maua, Cassio De Campos
This paper presents a new anytime algorithm for the marginal MAP problem in graphical models. The algorithm is described in detail, its complexity and convergence rate are studied,…