Measurements of migratability and transportability
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- Measurements of migratability and transportability
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Transportability of causal effects: completeness results
AAAI'12: Proceedings of the Twenty-Sixth AAAI Conference on Artificial IntelligenceThe study of transportability aims to identify conditions under which causal information learned from experiments can be reused in a different environment where only passive observations can be collected. The theory introduced in [Pearl and Bareinboim, ...
Causal transportability with limited experiments
AAAI'13: Proceedings of the Twenty-Seventh AAAI Conference on Artificial IntelligenceWe address the problem of transferring causal knowledge learned in one environment to another, potentially different environment, when only limited experiments may be conducted at the source. This generalizes the treatment of transportability introduced ...
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New York, NY, United States
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