2 search results - page 1 / 1 » Strong Faithfulness and Uniform Consistency in Causal Infere... |
UAI
2003
13 years 5 months ago
2003
A fundamental question in causal inference is whether it is possible to reliably infer the manipulation effects from observational data. There are a variety of senses of asymptot...
JMLR
2008
13 years 4 months ago
2008
We show how a generic feature selection algorithm returning strongly relevant variables can be turned into a causal structure learning algorithm. We prove this under the Faithfuln...