41 citations · 49 across the 2 of their papers we have counts for
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cs.AI2014★ 8 cited
When do Numbers Really Matter?
Hei Chan, Adnan Darwiche
Common wisdom has it that small distinctions in the probabilities quantifying a Bayesian network do not matter much for the resultsof probabilistic queries. However, one can easily…
cs.AI2012★ 41 cited
On the Robustness of Most Probable Explanations
Hei Chan, Adnan Darwiche
In Bayesian networks, a Most Probable Explanation (MPE) is a complete variable instantiation with a highest probability given the current evidence. In this paper, we discuss the pr…