62 citations · 76 across the 2 of their papers we have counts for
2 papers
cs.AI2013★ 14 cited
Efficient Search-Based Inference for Noisy-OR Belief Networks: TopEpsilon
Kurt Huang, Max Henrion
Inference algorithms for arbitrary belief networks are impractical for large, complex belief networks. Inference algorithms for specialized classes of belief networks have been sho…
cs.AI2013★ 62 cited
Why Is Diagnosis Using Belief Networks Insensitive to Imprecision In Probabilities?
Max Henrion, Malcolm Pradhan, Brendan del Favero +3
Recent research has found that diagnostic performance with Bayesian belief networks is often surprisingly insensitive to imprecision in the numerical probabilities. For example, th…