10 citations · 13 across the 3 of their papers we have counts for
Showing cs.AIShow all
2 papers · 1 filter
cs.AI2013★ 2 cited
A Hybrid Anytime Algorithm for the Constructiion of Causal Models From Sparse Data
Denver Dash, Marek J. Druzdzel
We present a hybrid constraint-based/Bayesian algorithm for learning causal networks in the presence of sparse data. The algorithm searches the space of equivalence classes of mode…
cs.AI2012★ 10 cited
A Robust Independence Test for Constraint-Based Learning of Causal Structure
Denver Dash, Marek J. Druzdzel
Constraint-based (CB) learning is a formalism for learning a causal network with a database D by performing a series of conditional-independence tests to infer structural informati…