2021 open house - self-supervised learning for genomics (Fergus Imrie)
Postdoc Fergus Imrie introduces key problems surrounding the use of genomics data, starting with the lack of labeled data and the unique structure of tabular data. After introducing novel solutions to these problems, Fergus then demonstrateshow ML for genomics can be used not only for prediction but also for for discovery, with potential application in areas such as transcriptomics and proteomics.
Learn more about this event and the lab's research: https://www.vanderschaar-lab.com/open...
The lab's publications are here: https://www.vanderschaar-lab.com/publ...
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Mihaela van der Schaar on LinkedIn: / mihaela-van-der-schaar