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Neural Dynamics and Control Group
https://cbl.eng.cam.ac.uk/hennequin/people/4 Jul 2024: 2020 Computational and Biological Learning 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. -
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 ... I have also been Adjuct Faculty at the Gatsby -
Computational Learning and Memory Group
https://cbl.eng.cam.ac.uk/lengyel/people/4 Jul 2024: He was then a postdoc with Peter Dayan at the Gatsby Computational Neuroscience Unit, UCL, followed by a visiting research fellowship at the Collegium Budapest Institute for Advanced Study. ... Jake Stroud. I am a Sir Henry Wellcome Postdoctoral Fellow -
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) -
Unsupervised Learning Course OLD Web Page
https://mlg.eng.cam.ac.uk/zoubin/course03/index.html27 Jan 2023: Year: MSc in Intelligent Systems, Gatsby Unit Core Course. Prerequisites: A good background in statistics, calculus, linear algebra, and computer science. ... Term: 1, 2003. Time: 11.00 to 13.00 Mondays and Thursdays. Location: Gatsby Unit, 17 Queen -
Zoubin Ghahramani | Department of Engineering
https://www.eng.cam.ac.uk/profiles/zg201His 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 ... He has over 200 publications in fields such as -
Unsupervised Learning Course Web Page
https://mlg.eng.cam.ac.uk/zoubin/course05/index.html27 Jan 2023: Term: 1, 2005. Time: 11.00 to 13.00 Mondays and Thursdays. Location: 4th floor, Gatsby Unit, 17 Queen Square. ... Dec 5 and Dec 8. NO LECTURES. Thurs Dec 15. Review Session in Gatsby Unit Basement B10 (led by Richard Turner). -
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 -
talk.dvi
https://mlg.eng.cam.ac.uk/zoubin/papers/nips00w.pdf27 Jan 2023: Online Variational Bayesian Learning. Zoubin GhahramaniGatsby Computational Neuroscience Unit. University College London. ... December 2000. http://www.gatsby.ucl.ac.uk/. Theoretical Results. Theorem 1 Given an iid data set y = (y1; : : : yn), if -
Nested sampling for Potts models
https://mlg.eng.cam.ac.uk/pub/pdf/MurMacGha05a.pdf13 Feb 2023: Nested sampling for Potts models. Iain MurrayGatsby Computational Neuroscience Unit. University College Londoni.murray@gatsby.ucl.ac.uk. ... David J.C. MacKayCavendish Laboratory. University of Cambridgemackay@mrao.cam.ac.uk. Zoubin GhahramaniGatsby -
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. -
Unsupervised Learning A Belief Propagation Demo Zoubin…
https://mlg.eng.cam.ac.uk/zoubin/course04/fluffy.pdf27 Jan 2023: Unsupervised Learning. A Belief Propagation Demo. Zoubin Ghahramanizoubin@gatsby.ucl.ac.uk. Gatsby Computational Neuroscience Unit, andMSc in Intelligent Systems, Dept Computer Science. -
Unsupervised Learning A Belief Propagation Demo Zoubin…
https://mlg.eng.cam.ac.uk/zoubin/course03/fluffy.pdf27 Jan 2023: Unsupervised Learning. A Belief Propagation Demo. Zoubin Ghahramanizoubin@gatsby.ucl.ac.uk. Gatsby Computational Neuroscience Unit, andMSc in Intelligent Systems, Dept Computer Science. -
Unsupervised Learning Propagation on Factor Graphs Zoubin…
https://mlg.eng.cam.ac.uk/zoubin/course03/factorprop.pdf27 Jan 2023: Unsupervised Learning. Propagation on Factor Graphs. Zoubin Ghahramanizoubin@gatsby.ucl.ac.uk. Gatsby Computational Neuroscience Unit, andMSc in Intelligent Systems, Dept Computer Science. -
Nested sampling for Potts models Iain MurrayGatsby Computational…
https://mlg.eng.cam.ac.uk/zoubin/papers/nips05nested.pdf27 Jan 2023: Nested sampling for Potts models. Iain MurrayGatsby Computational Neuroscience Unit. University College Londoni.murray@gatsby.ucl.ac.uk. ... David J.C. MacKayCavendish Laboratory. University of Cambridgemackay@mrao.cam.ac.uk. Zoubin GhahramaniGatsby -
Cambridge Machine Learning Group Publications
https://mlg.eng.cam.ac.uk/pub/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 -
Research on the brain’s reward system wins the world’s largest prize…
https://www.pdn.cam.ac.uk/news/research-on-the-brain2019s-reward-system-wins-the-world2019s-largest-prize-for-neuroscience7 Jul 2024: Awarded annually, it recognises one or more scientists who have distinguished themselves by an outstanding contribution to neuroscience. ... British computational neuroscientist, Peter Dayan, director of the Gatsby Computational Neuroscience Unit, -
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. ... Machine Learning 37:183-233. Available -
Unsupervised Learning Markov Chain Monte Carlo Zoubin…
https://mlg.eng.cam.ac.uk/zoubin/course03/lect7mcmc.pdf27 Jan 2023: Unsupervised Learning. Markov Chain Monte Carlo. Zoubin Ghahramanizoubin@gatsby.ucl.ac.uk. Gatsby Computational Neuroscience Unit, andMSc in Intelligent Systems, Dept Computer Science. ... Computational task: do the integrals over the posterior
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