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Zoubin Ghahramani | Cambridge Machine Learning Group
https://mlg.eng.cam.ac.uk/people/zoubin-ghahramani/3 Jul 2024: I was one of the founding faculty members of the Gatsby Computational Neuroscience Unit at UCL (1998-2005) and in 2006 I moved to the University of Cambridge where I am -
Unsupervised Learning Course OLD Web Page
https://mlg.eng.cam.ac.uk/zoubin/course03/index.html27 Jan 2023: Unsupervised Learning 2003 Course Web Page (OLD). Code: COMP GI02 / COMP 4c51 / Gatsby. Year: MSc in Intelligent Systems, Gatsby Unit Core Course. Prerequisites: A good background in statistics, calculus, linear algebra, and computer science. You -
Cognitive Systems Engineering @ Cambridge University
https://mlg.eng.cam.ac.uk/cogsys/27 Jan 2023: communications. computational neuroscience. computer vision and image processing. machine learning. speech recognition, machine translation and dialog systems. ... We use theoretical, computational and experimental studies to investigate the -
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. ... He’ll strengthen connections between the Computational and Biological Learning Lab, the Machine Intelligence Lab and the Signal Processing Lab. -
Alessandro Davide Ialongo | Cambridge Machine Learning Group
https://mlg.eng.cam.ac.uk/people/alessandro-davide-ialongo/3 Jul 2024: Continuing the work of his Master’s thesis, he spent one year at the Gatsby Computational Neuroscience Unit working with Professor Sahani on latent variable dynamical systems. -
Unsupervised Learning Course Web Page
https://mlg.eng.cam.ac.uk/zoubin/course05/index.html27 Jan 2023: Unsupervised Learning 2005 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) -
Learning Theoretic and Bayesian Inductive Principles
https://mlg.eng.cam.ac.uk/zoubin/LTBIP/27 Jan 2023: Gatsby Computational Neuroscience Unit. ... PASCAL (Pattern Analysis, Statistical Modelling and Computational Learning, http:///www.pascal-network.org) is a newly launched (December 2003) European Network of Excellence (NoE) as part of its IST program. -
Reviews and Tutorials
https://mlg.eng.cam.ac.uk/zoubin/reviews.html27 Jan 2023: Computational Principles of Movement Neuroscience. ... and Jordan, M.I. (1994). MIT Center for Biological and Computational Learning Technical Report 108, 16 pages. -
Zoubin Ghahramani Bio
https://mlg.eng.cam.ac.uk/zoubin/bio.html27 Jan 2023: His academic career includes concurrent appointments as one of the founding members of the Gatsby Computational Neuroscience Unit in London, and as a faculty member of CMU's Machine Learning Department ... In 1995, I obtained my PhD in Cognitive -
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)
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