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389 * !
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Wed, 8/5/2020,
1:00 PM -
2:50 PM
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Virtual
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Unsupervised Learning with Latent Variables for Biobehavioral Research — Invited Papers
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Mental Health Statistics Section, Section on Statistical Learning and Data Science, Biometrics Section
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Organizer(s): Douglas David Gunzler, Case Western Reserve University
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Chair(s): Xiao-Li Meng, Harvard University
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1:05 PM
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Constructing Latent Risk Labels Aligned with Clinical Practice
Booil Jo, Stanford University
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1:25 PM
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Looking Inside the Black Box: New Methods to Assess Causality in Unsupervised Machine Learning
Alessandro De Nadai, Texas State University; Ryan Zamora, Texas State University; Douglas David Gunzler, Case Western Reserve University
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1:45 PM
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Dealing with Latent Variable Confounding Using Auxiliary Variables and PushForward
Bryant Chen, Brex Inc.
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2:05 PM
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Discussant: Mark Van der Laan, University of California, Berkeley
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2:25 PM
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Discussant: Maya Mathur, Stanford University
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2:45 PM
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Floor Discussion
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