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242 * ! Tue, 8/4/2020, 1:00 PM - 2:50 PM Virtual
Deep Learning Methods in Biomedical Studies — Invited Papers
WNAR, Section on Statistical Computing, Section on Statistical Learning and Data Science
Organizer(s): Wei Sun, Fred Hutchinson Cancer Research Center
Chair(s): Kin Yau Alex Wong, The Polytechnic University of Hong Kong
1:05 PM Multi-Stage Sequential Deep Autoencoder-Based Monotone Nonlinear Dimensionality Reduction Methods
Youyi Fong, Fred Hutchinson Cancer Research Center; Jun Xu, None
1:30 PM A Computationally-Favorable Reframing of Proportional-Hazards Modeling for Large Time-to-Event Data Sets with Applications to Deep Learning
Noah Simon, University of Washington
1:55 PM Deep Learning Methods for Single Cell Data Denoising and Multimodal Imputation
Nancy Zhang, The University of Pennsylvania
2:20 PM Discussant: Wei Sun, Fred Hutchinson Cancer Research Center
2:40 PM Floor Discussion