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Talk
Tue Aug 08 05:30 PM -- 05:48 PM (PDT) @ 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 Krishna Ithapu · Sterling Johnson · Grace Wahba · Vikas Singh
[ PDF [ ss Summary/Notes [ Video
Talk
Tue Aug 08 05:48 PM -- 06:06 PM (PDT) @ C4.6 & C4.7
Learning from Clinical Judgments: Semi-Markov-Modulated Marked Hawkes Processes for Risk Prognosis
Ahmed M. Alaa · Scott B Hu · Mihaela van der Schaar
[ PDF [ ss Summary/Notes [ Video
Talk
Tue Aug 08 06:06 PM -- 06:24 PM (PDT) @ C4.6 & C4.7
Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier
Joseph Futoma · Sanjay Hariharan · Katherine Heller
[ PDF [ ss Summary/Notes [ Video
Talk
Tue Aug 08 06:24 PM -- 06:42 PM (PDT) @ 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
[ PDF [ ss Summary/Notes [ Video
Talk
Tue Aug 08 06:42 PM -- 07:00 PM (PDT) @ C4.6 & C4.7
Learning Sleep Stages from Radio Signals: A Conditional Adversarial Architecture
Mingmin Zhao · Shichao Yue · Dina Katabi · Tommi Jaakkola · Matt Bianchi
[ PDF [ ss Summary/Notes [ Video