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» Learning to Learn Causal Models
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190
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ML
2011
ACM
256views Machine Learning» more  ML 2011»
15 years 1 months ago
Constraint-based probabilistic modeling for statistical abduction
Taisuke Sato, Masakazu Ishihata, Katsumi Inoue
AAAI
2011
14 years 6 months ago
Transportability of Causal and Statistical Relations: A Formal Approach
We address the problem of transferring information learned from experiments to a different environment, in which only passive observations can be collected. We introduce a formal ...
Judea Pearl, Elias Bareinboim
173
Voted
ICDM
2010
IEEE
142views Data Mining» more  ICDM 2010»
15 years 4 months ago
Causal Discovery from Streaming Features
In this paper, we study a new research problem of causal discovery from streaming features. A unique characteristic of streaming features is that not all features can be available ...
Kui Yu, Xindong Wu, Hao Wang, Wei Ding
165
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ECTEL
2006
Springer
15 years 10 months ago
A Context-Model for Supporting Work-Integrated Learning
Abstract. This contribution introduces the so-called Workplace Learning Context as essential conceptualisation supporting self-directed learning experiences directly at the workpla...
Armin Ulbrich, Peter Scheir, Stefanie N. Lindstaed...