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SUMMARY:Time: The next frontier in causal machine learning - Mihaela van d
 er Schaar\, Cambridge Centre for AI in Medicine
DTSTART:20241104T190000Z
DTEND:20241104T210000Z
UID:TALK210889@talks.cam.ac.uk
CONTACT:Peter Watson
DESCRIPTION:: Mihaela will talk about the work of her lab in developing cu
 tting-edge machine learning (ML) methods to apply to real-world problems i
 n medicine and healthcare in areas such as prostate\, breast and skin canc
 ers\, cystic fibrosis\, beta-blocker use in hypertension\, coronary heart 
 disease and COVID-19.  The work encompasses a very large range of areas as
 sociated with ML including deep learning\, decision trees\, causal inferen
 ce\, time series data analysis and statistical machine learning. Mihaela w
 ill also explore the role that statistics plays in underpinning machine le
 arning in order to make data-driven decisions. 
LOCATION:Statistical Laboratory\, Centre for Mathematical Sciences\, Unive
 rsity of Cambridge
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