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