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Prof David Barber
Department of Computer Science, UCL
90 High Holborn
London
WC1E 6BT
Prof David Barber profile picture
Appointment
  • Professor of Machine Learning
  • Dept of Computer Science
  • Faculty of Engineering Science
Biography

BA in Mathematics (Cambridge)

PhD in Statistical Mechanics (Edinburgh)

Research Summary

My interests are in Artificial Intelligence and Machine Learning in particular. I'm excited about efforts to make intelligent machines, much of which requires dealing with a large amount of data, sometimes incoherent and often complex. In terms of applications and areas, I've worked on:


Bayesian Deep Learning

Reinforcement Learning (including control theory) and Game Playing

Medical Imaging

Acoustic Processing

Natural Language Processing

Active Learning


I primarily use the tools of probabilistic modelling (graphical models) and Bayesian methods in my work.






Academic Background
1995   Doctor of Philosophy University of Edinburgh
1992   Master of Science King's College London
1990   Bachelor of Arts University of Cambridge
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