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Intuitive Theories as Grammars for Causal Inference Joshua B. Tenenbaum Department of Brain and Cognitive Sciences
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Document Date: 2005-09-11 22:58:41

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Factory Smoking High Fat Diet Stressful Lifestyle Flu Headache Working / NTT Communication Sciences Laboratory / Factory Heart Disease Fever Graph / Factory Heart Disease Fever Figure / Computer Science Massachusetts Institute of Technology / Factory Heart Disease Y Fever Graph / /

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basic causal devices / possible causal networks / causal network / causal networks / machinery / causal systems / sample causal networks / formal tools / well-understood formal tools / computational tools / causal model learning algorithms / learning algorithms / /

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Causal Inference Joshua B. Tenenbaum Department of Brain / Massachusetts Institute of Technology / Cognitive and Linguistic Sciences Brown University Sourabh Niyogi Department of Electrical Engineering / /

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Charles Kemp / Headache Graph / Tania Lombrozo / Thomas L. Griffiths / Rebecca Saxe / Marty Tenenbaum / Elizabeth Baraff / Joshua B. Tenenbaum / /

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Paul E. Newton Career Development Chair / scientist / linguist / native speaker / /

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causal model learning algorithms / existing learning algorithms / Cognitive Sciences Massachusetts Institute of Technology / Computer Science Massachusetts Institute of Technology / /

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