Conditional Expectation and Machine Learning

Add to your list(s) Download to your calendar using vCal

• Eugene Wong(UC Berkeley and Clare Hall, Cambridge)
• Wednesday 28 May 2025, 11:00-12:30
• Cambridge University Engineering Department, CBL Seminar room BE4-38..

If you have a question about this talk, please contact Xianda Sun.

The problem addressed by machine learning can also be formulated as one of computing conditional expectation, an approach little explored because of the success of machine learning. The focus of this presentation 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 computing conditional expectation will be presented.

This talk is part of the Machine Learning Reading Group @ CUED series.

This talk is included in these lists:

• All Talks (aka the CURE list)
• Cambridge Centre for Data-Driven Discovery (C2D3)
• Cambridge Forum of Science and Humanities
• Cambridge Language Sciences
• Cambridge University Engineering Department Talks
• Cambridge University Engineering Department, CBL Seminar room BE4-38.
• Cambridge talks
• Centre for Smart Infrastructure & Construction
• Chris Davis' list
• Computational Continuum Mechanics Group Seminars
• Featured lists
• Guy Emerson's list
• Hanchen DaDaDash
• Inference Group Journal Clubs
• Inference Group Summary
• Information Engineering Division seminar list
• Interested Talks
• ML
• Machine Learning Reading Group
• Machine Learning Reading Group @ CUED
• Machine Learning Summary
• Quantum Matter Journal Club
• Required lists for MLG
• School of Technology
• Simon Baker's List
• TQS Journal Clubs
• Trust & Technology Initiative - interesting events
• bld31
• custom
• ndk22's list
• ob366-ai4er
• rp587
• yk373's list
• yk449

Note that ex-directory lists are not shown.