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Talk
Wed Aug 9th 10:30 -- 10:48 AM @ C4.6 & C4.7
When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, $\ell_2$-consistency and Neuroscience Applications
Hao Zhou · Yilin Zhang · Vamsi Ithapu · Sterling Johnson · Grace Wahba · Vikas Singh
Talk
Wed Aug 9th 10:48 -- 11:06 AM @ C4.6 & C4.7
Learning from Clinical Judgments: Semi-Markov-Modulated Marked Hawkes Processes for Risk Prognosis
Ahmed M. Alaa Ibrahim · Scott B Hu · Mihaela van der Schaar
Talk
Wed Aug 9th 11:06 -- 11:24 AM @ C4.6 & C4.7
Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier
Joseph Futoma · Sanjay Hariharan · Katherine Heller
Talk
Wed Aug 9th 11:24 -- 11:42 AM @ C4.6 & C4.7
iSurvive: An Interpretable, Event-time Prediction Model for mHealth
Walter Dempsey · Alexander Moreno · James Rehg · Susan Murphy · Chris Scott · Michael Dennis · David Gustafson
Talk
Wed Aug 9th 11:42 AM -- 12:00 PM @ C4.6 & C4.7
Learning Sleep Stages from Radio Signals: A Conditional Adversarial Architecture
Mingmin Zhao · Shichao Yue · Dina Katabi · Tommi Jaakkola · Matt Bianchi