297 citations · 980 across the 13 of their papers we have counts for
Showing 2012 · cs.AIShow all
2 papers · 2 filters
cs.AI2012★ 112 cited
Finding Optimal Bayesian Networks
David Maxwell Chickering, Christopher Meek
In this paper, we derive optimality results for greedy Bayesian-network search algorithms that perform single-edge modifications at each step and use asymptotically consistent scor…
cs.AI2012★ 3 cited
Practically Perfect
Christopher Meek, David Maxwell Chickering
The property of perfectness plays an important role in the theory of Bayesian networks. First, the existence of perfect distributions for arbitrary sets of variables and directed a…