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ICML
2010
IEEE
15 years 2 months ago
Probabilistic Backward and Forward Reasoning in Stochastic Relational Worlds
Inference in graphical models has emerged as a promising technique for planning. A recent approach to decision-theoretic planning in relational domains uses forward inference in d...
Tobias Lang, Marc Toussaint
COGSCI
2004
120views more  COGSCI 2004»
15 years 1 months ago
Children's causal inferences from indirect evidence: Backwards blocking and Bayesian reasoning in preschoolers
Previous research suggests that children can infer causal relations from patterns of events. However, what appear to be cases of causal inference may simply reduce to children rec...
David M. Sobel, Joshua B. Tenenbaum, Alison Gopnik
76
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ML
2006
ACM
15 years 1 months ago
Application of abductive ILP to learning metabolic network inhibition from temporal data
Alireza Tamaddoni-Nezhad, Raphael Chaleil, Antonis...
ML
2010
ACM
14 years 12 months ago
A theory of learning from different domains
Shai Ben-David, John Blitzer, Koby Crammer, Alex K...
ICML
2003
IEEE
16 years 2 months ago
Robust Induction of Process Models from Time-Series Data
Pat Langley, Dileep George, Stephen D. Bay, Kazumi...