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SUMMARY:Deep reinforced active learning - Emma Slade - GSK
DTSTART:20221130T140000Z
DTEND:20221130T150000Z
UID:TALK184028@talks.cam.ac.uk
CONTACT:Paula Smith
DESCRIPTION:In this talk I will give an overview of my research at GSK.ai.
  I introduce a paper in the field of active learning and the application o
 f deep reinforcement learning to image classification in the active learni
 ng domain. In this work we aimed to solve several major biases or oversigh
 ts which exist in the literature in active learning\, a machine learning t
 echnique widely used in many industrial applications. The paper I will pre
 sent provides initial solutions to the aforementioned issues in the field\
 , applied to  medical imaging datasets. My group members are now developin
 g the technique for much wider-spread applications across the domain of de
 ep learning in drug discovery. \n\n
LOCATION:Centre for Mathematical Sciences\, MR4
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