1041 search results - page 4 / 209 » Two Algorithms for Inducing Causal Models from Data |
FSTTCS
1993
Springer
13 years 11 months ago
1993
Springer
A for-loop is somewhat similar to an inductive argument. Just as the truth of a proposition P(n + 1) depends on the truth of P(n), the correctness of iteration n+1 of a for-loop de...
UAI
2008
13 years 8 months ago
2008
We generalize Shimizu et al's (2006) ICA-based approach for discovering linear non-Gaussian acyclic (LiNGAM) Structural Equation Models (SEMs) from causally sufficient, conti...
JMLR
2010
13 years 2 months ago
2010
We present two Bayesian algorithms CD-B and CD-H for discovering unconfounded cause and effect relationships from observational data without assuming causal sufficiency which prec...
LICS
2009
IEEE
14 years 2 months ago
2009
IEEE
Game semantics describe the interactive behavior of proofs by interpreting formulas as games on which proofs induce strategies. Such a semantics is introduced here for capturing d...
IJAR
2008
13 years 7 months ago
2008
A model is defined that predicts an agent's ascriptions of causality (and related notions of facilitation and justification) between two events in a chain, based on backgroun...