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  2. Fellowship directory - Churchill College

    https://www.chu.cam.ac.uk/about/our-fellows/fellowship-directory/
    Thumbnail for Fellowship directory - Churchill College 18 Sep 2023: Chinese History. Classics. Climate Science. Clinical Medicine. Clinical Neuroscience. Computational Biology. ... Computational Neuroscience. Computer Science. Computer Science and Linguistics. Earth Sciences. Economics.
  3. Unsupervised Learning Variational Approximations Zoubin…

    https://mlg.eng.cam.ac.uk/zoubin/course03/lect7var.pdf
    27 Jan 2023: Unsupervised Learning. Variational Approximations. Zoubin Ghahramanizoubin@gatsby.ucl.ac.uk. Gatsby Computational Neuroscience Unit, andMSc in Intelligent Systems, Dept Computer Science.
  4. Unsupervised Learning Variational Approximations Zoubin…

    https://mlg.eng.cam.ac.uk/zoubin/course04/lect7var.pdf
    27 Jan 2023: Unsupervised Learning. Variational Approximations. Zoubin Ghahramanizoubin@gatsby.ucl.ac.uk. Gatsby Computational Neuroscience Unit, andMSc in Intelligent Systems, Dept Computer Science.
  5. Unsupervised Learning Graphical Models Zoubin…

    https://mlg.eng.cam.ac.uk/zoubin/course03/lect5gm.pdf
    27 Jan 2023: Unsupervised Learning. Graphical Models. Zoubin Ghahramanizoubin@gatsby.ucl.ac.uk. Gatsby Computational Neuroscience Unit, andMSc in Intelligent Systems, Dept Computer Science.
  6. Bayesian Monte Carlo Carl Edward RasmussenandZoubin GhahramaniGatsby…

    https://mlg.eng.cam.ac.uk/zoubin/papers/RasGha03.pdf
    27 Jan 2023: Bayesian Monte Carlo. Carl Edward RasmussenandZoubin GhahramaniGatsby Computational Neuroscience Unit. University College London17 Queen Square, London WC1N 3AR, England. ... 102, Novem-ber 1988, Laboratory for Computational Statistics, Department of
  7. 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.
  8. Sensorimotor Control and Robotics

    https://mlg.eng.cam.ac.uk/zoubin/motor.html
    27 Jan 2023: Computational Principles of Movement Neuroscience. ... Journal of Neuroscience 16:7085-7096. [Wolpert, D.M., Ghahramani, Z. and Jordan, M.I.
  9. Reviews and Tutorials

    https://mlg.eng.cam.ac.uk/zoubin/reviews.html
    27 Jan 2023: Computational Principles of Movement Neuroscience. ... and Jordan, M.I. (1994). MIT Center for Biological and Computational Learning Technical Report 108, 16 pages.
  10. 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)
  11. MCMC for doubly-intractable distributions Iain MurrayGatsby…

    https://mlg.eng.cam.ac.uk/pub/pdf/MurGhaMac06a.pdf
    13 Feb 2023: MCMC for doubly-intractable distributions. Iain MurrayGatsby Computational. Neuroscience UnitUniversity College London.
  12. Graphical models: parameter learning Zoubin Ghahramani Gatsby…

    https://mlg.eng.cam.ac.uk/zoubin/course04/hbtnn2e-II.pdf
    27 Jan 2023: Graphical models: parameter learning. Zoubin Ghahramani. Gatsby Computational Neuroscience Unit. University College London. ... Computational Statistics and Data Analysis, 19:177–189. Jordan, M. I., editor (1998).
  13. Graphical models: parameter learning Zoubin Ghahramani Gatsby…

    https://mlg.eng.cam.ac.uk/zoubin/course03/hbtnn2e-II.pdf
    27 Jan 2023: Graphical models: parameter learning. Zoubin Ghahramani. Gatsby Computational Neuroscience Unit. University College London. ... Computational Statistics and Data Analysis, 19:177–189. Jordan, M. I., editor (1998).
  14. Abstract for ``A Unifying Review...''

    https://mlg.eng.cam.ac.uk/zoubin/abstracts/lds.abs.html
    27 Jan 2023: Gatsby Computational Neuroscience Unit. University College London. London, WC1N 3AR, UK.
  15. MCMC for doubly-intractable distributions Iain MurrayGatsby…

    https://mlg.eng.cam.ac.uk/zoubin/papers/doubly_intractable.pdf
    27 Jan 2023: MCMC for doubly-intractable distributions. Iain MurrayGatsby Computational. Neuroscience UnitUniversity College London.
  16. 27 Jan 2023: Reader in Machine Learning, Oct 2003–Jan 2006Gatsby Computational Neuroscience Unit, University College London, UK. ... Graduate Tutor, Gatsby Computational Neuroscience Unit, 2001-2005. Selection Committee, Chair in Computational Neuroscience, UCL,
  17. Cambridge Machine Learning Group Publications

    https://mlg.eng.cam.ac.uk/pub/authors/
    13 Feb 2023: Abstract: Existing methods for estimating uncertainty in deep learning tend to require multiple forward passes, making them unsuitable for applications where computational resources are limited. ... Abstract: On a mathematical level, most computational
  18. Tsen Vei Lim - Clare Hall

    https://www.clarehall.cam.ac.uk/directory/tsen-vei-lim/
    Thumbnail for Tsen Vei Lim - Clare Hall 7 Sep 2023: Dr Tsen Vei Lim. Tsen Vei’s primary research interest lies at the intersection of computational psychiatry and drug addiction. ... Select publications. Lim. T. V. & Ersche, K. D. (2023). Theory-driven computational models in drug addiction: fruitful or
  19. 13 Feb 2023: Many existing algorithms restart training for each new hyperparameter choice, at considerable computational cost. ... We compare this scheme against natural baselines in literature along with stochastic variational GPs (SVGPs) along with an extensive
  20. Machine Learning Group Publications

    https://mlg.eng.cam.ac.uk/pub/topics/
    13 Feb 2023: D. ) suffice and a method with an overall computational cost of O(N(log N). ... Empirical validation suggests better performance and drastically improved computational scalablity compared with its predecessor, Improved GP-UCB.
  21. Notices by the General Board - Cambridge University Reporter 6711

    https://www.reporter.admin.cam.ac.uk/reporter/2023-24/weekly/6711/section4.shtml
    27 Sep 2023: Dr Elisa Laurenti, appointed Professor of Stem Cells and Haematopoiesis. Dr Petra Eszter Vertes, TH, appointed Professor of Systems and Computational Neuroscience. ... Dr Guillaume Jean Emmanuel Hennequin, PEM, appointed Professor of Computational

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