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SUMMARY:Conditional Expectation and Machine Learning - Eugene Wong(UC Berk
 eley and Clare Hall\, Cambridge)
DTSTART:20250528T100000Z
DTEND:20250528T113000Z
UID:TALK231598@talks.cam.ac.uk
CONTACT:Xianda Sun
DESCRIPTION:The problem addressed by machine learning can also be formulat
 ed as one of computing conditional expectation\, an approach little explor
 ed because of the success of machine learning. The focus of this presentat
 ion is to view conditional expectation\, not as an alternative\, but as a 
 means of performance enhancement for machine learning. In particular\, we 
 show that conventional machine learning is itself a vehicle for computing 
 conditional expectation\, both post training and during training. A neural
  network architecture that combine conventional machine learning and compu
 ting conditional expectation will be presented.
LOCATION:Cambridge University Engineering Department\, CBL Seminar room BE
 4-38.
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