16 search results - page 1 / 4 » Transportability of Causal Effects: Completeness Results |
109
Voted
AAAI
2012
13 years 18 days ago
2012
The study of transportability aims to identify conditions under which causal information learned from experiments can be reused in a different environment where only passive obser...
86
Voted
IJCAI
2003
14 years 11 months ago
2003
We introduce a logical formalism of irreflexivc causal production relations that possesses both a standard monotonic semantics, and a natural nonmonotonic semantics. The formalism...
JMLR
2008
14 years 10 months ago
2008
We consider a hierarchy of queries about causal relationships in graphical models, where each level in the hierarchy requires more detailed information than the one below. The hie...
83
Voted
IROS
2006
IEEE
15 years 4 months ago
2006
IEEE
— This paper presents an adaptive causal model method (adaptive CMM) for fault diagnosis and recovery in complex multi-robot teams. We claim that a causal model approach is effec...
85
Voted
AAAI
2006
14 years 11 months ago
2006
This paper is concerned with estimating the effects of actions from causal assumptions, represented concisely as a directed graph, and statistical knowledge, given as a probabilit...