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Learning Theoretic and Bayesian Inductive Principles
https://mlg.eng.cam.ac.uk/zoubin/LTBIP/27 Jan 2023: Gatsby Computational Neuroscience Unit. -
Abstract for ``Infinite Mixtures of Gaussian Process Experts''
https://mlg.eng.cam.ac.uk/zoubin/papers/iMGPE.abs.html27 Jan 2023: Carl Edward Rasmussen, Gatsby Computational Neuroscience Unit, UCL. ... Zoubin Ghahramani, Gatsby Computational Neuroscience Unit, UCL. We present an extension to the Mixture of Experts (ME) model, where the individual experts are Gaussian Process (GP) -
Abstract for ``A Unifying Review...''
https://mlg.eng.cam.ac.uk/zoubin/abstracts/lds.abs.html27 Jan 2023: Gatsby Computational Neuroscience Unit. University College London. London, WC1N 3AR, UK. -
Unsupervised Learning Course Web Page
https://mlg.eng.cam.ac.uk/zoubin/course04/27 Jan 2023: Unsupervised Learning 2004 Course Web Page. Keywords: Machine learning, probabilistic modelling, graphical models, approximate inference, Bayesian statistics. For a summary of the entire course you can read the following chapter:. Ghahramani (2004) -
Abstract for ``Switching State-space Models''
https://mlg.eng.cam.ac.uk/zoubin/zoubin/switch.abstract.html27 Jan 2023: Hinton. Gatsby Computational Neuroscience Unit. University College London. London WC1N 3AR, U.K. -
New faculty member Richard Turner | Cambridge Machine Learning Group
https://mlg.eng.cam.ac.uk/news/new-faculty-member-richard-turner/3 Jul 2024: His research programme spans computer perception, signal processing, machine learning, and neuroscience. -
Paper Abstracts
https://mlg.eng.cam.ac.uk/zoubin/papers/abstracts.html27 Jan 2023: Gatsby Computational Neuroscience Unit. -
Zoubin Ghahramani Papers Available
https://mlg.eng.cam.ac.uk/zoubin/papers.html27 Jan 2023: Nature Neuroscience 3 supp:1212--1217. Ghahramani, Z. (2000). ... Journal of Neuroscience 16:7085-7096. [Wolpert, D.M., Ghahramani, Z. and Jordan, M.I. -
Unsupervised Learning Variational Approximations Zoubin…
https://mlg.eng.cam.ac.uk/zoubin/course03/lect7var.pdf27 Jan 2023: Unsupervised Learning. Variational Approximations. Zoubin Ghahramanizoubin@gatsby.ucl.ac.uk. Gatsby Computational Neuroscience Unit, andMSc in Intelligent Systems, Dept Computer Science. -
Abstract for ``Generalization to Local Remappings of the Visuomotor…
https://mlg.eng.cam.ac.uk/zoubin/zoubin/gen.abstract.html27 Jan 2023: To appear in Journal of Neuroscience.
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