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Computational and Biological Learning Lab
https://cbl.eng.cam.ac.uk/people/zg201/4 Jul 2024: 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 -
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 Variational Approximations Zoubin…
https://mlg.eng.cam.ac.uk/zoubin/course04/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. ... In Adv Neur Info ProcSyst 7. Available at: -
Computational and Biological Learning Lab
https://cbl.eng.cam.ac.uk/people/ml468/4 Jul 2024: Máté Lengyel. Máté Lengyel is Professor of Computational Neuroscience at thePreviously, he studied biology for his MSc and neurobiology for his PhD at Eötvös University, Budapest, while working in the computational ... He was then a postdoc with -
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 Graphical Models Zoubin…
https://mlg.eng.cam.ac.uk/zoubin/course04/lect5gm.pdf27 Jan 2023: Unsupervised Learning. Graphical Models. Zoubin Ghahramanizoubin@gatsby.ucl.ac.uk. Gatsby Computational Neuroscience Unit, andMSc in Intelligent Systems, Dept Computer Science. -
Unsupervised Learning Graphical Models Zoubin…
https://mlg.eng.cam.ac.uk/zoubin/course03/lect5gm.pdf27 Jan 2023: Unsupervised Learning. Graphical Models. Zoubin Ghahramanizoubin@gatsby.ucl.ac.uk. Gatsby Computational Neuroscience Unit, andMSc in Intelligent Systems, Dept Computer Science. -
Computational Learning and Memory Group
www3.eng.cam.ac.uk/~ml468/Máté Lengyel. Máté Lengyel is Professor of Computational Neuroscience at thePreviously, he studied biology for his MSc and neurobiology for his PhD at Eötvös University, Budapest, while working in the computational ... He was then a postdoc with -
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) -
https://www.pdn.cam.ac.uk/taxonomy/term/53/feed
https://www.pdn.cam.ac.uk/taxonomy/term/53/feed7 Jul 2024: span></p> <p align="JUSTIFY" class="western">British computational neuroscientist, <b>Peter Dayan</b>, director of the Gatsby Computational Neuroscience Unit, University College London, is recognised internationally as a leader in ... the rapidly -
In search of lost memories | University of Cambridge
https://www.cam.ac.uk/research/news/in-search-of-lost-memories1 Feb 2008: And now, a branch of neuroscience that works on quantitative models of the nervous system – computational neuroscience – is also contributing to the quest. ... With recent funding from the Wellcome Trust, Dr Lengyel, together with Professor Peter -
Keynote speakers | FUSION 2018
https://fusion2018.eng.cam.ac.uk/programme/keynote-speakers7 Jul 2024: Malgouyres and D. Kouamé), of the International Workshop on Computational Advances in Multi-Sensor Adaptive Processing in 2015 (with P. ... Since then he has been a post doc at the Technical University of Denmark, a Senior Research Fellow at the Gatsby -
Professor Richard Turner | Cambridge Centre for Data-Driven Discovery
https://www.c2d3.cam.ac.uk/directory/422/professor-richard-turnerHe then studied for his PhD in Computational Neuroscience and Machine Learning at the Gatsby Computational Neuroscience Unit, UCL. ... He now holds a Readership in the Machine Learning Group which is part of the Computational and Biological Learning Lab -
Professor David Barrett | Cambridge Centre for Data-Driven Discovery
https://www.c2d3.cam.ac.uk/directory/386/professor-david-barrettComputational and Biological Learning,. Office BE-435,. Information Engineering Division,, Department of Engineering,, University of Cambridge. ... I completed a Ph.D in Computational Neuroscience and Machine Learning at the Gatsby Unit, UCL, with Prof. -
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. -
Professor Máté Lengyel - Churchill College
https://www.chu.cam.ac.uk/fellows/mate-lengyel-2/17 Feb 2022: Senior Research Fellows,. Máté Lengyel is Professor of Computational Neuroscience at the Department of Engineering, University of Cambridge, and a Senior Research Fellow at the Department of Cognitive Science, Central European ... Computational -
Unsupervised Learning Course Web Page
https://mlg.eng.cam.ac.uk/zoubin/course04/27 Jan 2023: eds) Advanced Lectures on Machine Learning LNAI 3176. Springer-Verlag. Code: COMP GI02 / COMP 4c51 / Gatsby. ... Term: 1, 2004. Time: 11.00 to 13.00 Mondays and Thursdays. Location: 4th floor, Gatsby Unit, 17 Queen Square. -
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. -
Graphical models: parameter learning Zoubin Ghahramani Gatsby…
https://mlg.eng.cam.ac.uk/zoubin/course04/hbtnn2e-II.pdf27 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). -
Graphical models: parameter learning Zoubin Ghahramani Gatsby…
https://mlg.eng.cam.ac.uk/zoubin/course03/hbtnn2e-II.pdf27 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). -
Dr Zoubin Ghahramani joins the Department | Department of Engineering
https://www.eng.cam.ac.uk/news/dr-zoubin-ghahramani-joins-departmentHe obtained a PhD in Cognitive Neuroscience from the Massachusetts Institute of Technology, then moved to the University of Toronto where he was a Postdoctoral Fellow in the Artificial Intelligence Lab ... For the last seven years, he has been at the -
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. -
Unsupervised Learning Variational Approximations Zoubin…
https://mlg.eng.cam.ac.uk/zoubin/course05/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. ... In Adv Neur Info ProcSyst 7. Available at: -
Unsupervised Learning Graphical Models Zoubin…
https://mlg.eng.cam.ac.uk/zoubin/course05/lect5gm.pdf27 Jan 2023: Unsupervised Learning. Graphical Models. Zoubin Ghahramanizoubin@gatsby.ucl.ac.uk. Gatsby Computational Neuroscience Unit, andMSc in Intelligent Systems, Dept Computer Science. -
Computational and Biological Learning Lab
https://cbl.eng.cam.ac.uk/people/4 Jul 2024: GROUPS. Computational and Biological Learning Lab. Faculty. Group Leaders. Affiliates. Admin Support. ... 2020 Computational and Biological Learning Lab. -
Adaptive two-sample testing - CMIH - The Centre for Mathematical…
https://archive.cmih.maths.cam.ac.uk/events-archive/adaptive-two-sample-testing/Adaptive two-sample testing. Statistics Seminar. Adaptive two-sample testing. With Arthur Gretton (Gatsby Computational Neuroscience Unit, UCL). ... Speaker: Arthur Gretton (Gatsby Computational Neuroscience Unit, UCL). Friday 27 October 2023, 14:00. –. -
Neural Dynamics and Control Group
https://cbl.eng.cam.ac.uk/hennequin/people/4 Jul 2024: 2020 Computational and Biological Learning Lab. -
Cambridge scientist shares world’s largest neuroscience prize for…
https://www.cam.ac.uk/news/cambridge-scientist-shares-worlds-largest-neuroscience-prize-for-research-on-the-brains-reward6 Mar 2017: News. Cambridge scientist shares world’s largest neuroscience prize for research on the brain’s reward system.. ... British computational neuroscientist, Peter Dayan, director of the Gatsby Computational Neuroscience Unit, University College London, -
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 -
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. -
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 -
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. ... Term: 1, 2003. Time: 11.00 to 13.00 Mondays and Thursdays. Location: Gatsby Unit, 17 Queen Square. -
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 -
Unsupervised Learning Course Web Page
https://mlg.eng.cam.ac.uk/zoubin/course05/index.html27 Jan 2023: eds) Advanced Lectures on Machine Learning LNAI 3176. Springer-Verlag. Code: COMP GI02 / COMP 4c51 / Gatsby. ... Term: 1, 2005. Time: 11.00 to 13.00 Mondays and Thursdays. Location: 4th floor, Gatsby Unit, 17 Queen Square. -
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 -
Propagation Algorithms for VariationalBayesian Learning Zoubin…
https://mlg.eng.cam.ac.uk/pub/pdf/GhaBea00a.pdf13 Feb 2023: Gatsby Computational Neuroscience UnitUniversity College London. 17 Queen Square, London WC1N 3AR, England{zoubin,m.beal}@gatsby.ucl.ac.uk http://www.gatsby.ucl.ac.uk. ... 2] M.J. Beal and Z. Ghahramani. The variational Kalman smoother. Technical -
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 -
ibpnips4.dvi
https://mlg.eng.cam.ac.uk/pub/pdf/GriGha06.pdf13 Feb 2023: Infinite Latent Feature Modelsand the Indian Buffet Process. Thomas L. Griffiths Zoubin GhahramaniCognitive and Linguistic Sciences Gatsby Computational Neuroscience UnitBrown University, Providence RI University College London, Londontom -
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 -
Propagation Algorithms for VariationalBayesian Learning Zoubin…
https://mlg.eng.cam.ac.uk/zoubin/papers/nips00beal.pdf27 Jan 2023: Gatsby Computational Neuroscience UnitUniversity College London. 17 Queen Square, London WC1N 3AR, England{zoubin,m.beal}@gatsby.ucl.ac.uk http://www.gatsby.ucl.ac.uk. ... 2] M.J. Beal and Z. Ghahramani. The variational Kalman smoother. Technical -
Unsupervised Learning A Belief Propagation Demo Zoubin…
https://mlg.eng.cam.ac.uk/zoubin/course05/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/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 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 -
ibpnips4.dvi
https://mlg.eng.cam.ac.uk/zoubin/papers/ibp-nips05.pdf27 Jan 2023: Infinite Latent Feature Modelsand the Indian Buffet Process. Thomas L. Griffiths Zoubin GhahramaniCognitive and Linguistic Sciences Gatsby Computational Neuroscience UnitBrown University, Providence RI University College London, Londontom -
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 -
Unsupervised Learning Lecture 6: Hierarchical and Nonlinear Models…
https://mlg.eng.cam.ac.uk/zoubin/course03/lect6hier.pdf27 Jan 2023: Unsupervised Learning. Lecture 6: Hierarchical and Nonlinear Models. Zoubin Ghahramanizoubin@gatsby.ucl.ac.uk. Gatsby Computational Neuroscience Unit, andMSc in Intelligent Systems, Dept Computer Science. ... http://www.gatsby.ucl.ac.uk/zoubin/papers/fhmm -
Unsupervised Learning∗ Zoubin Ghahramani† Gatsby Computational…
https://mlg.eng.cam.ac.uk/zoubin/papers/ul.pdf27 Jan 2023: Unsupervised Learning. Zoubin Ghahramani†. Gatsby Computational Neuroscience UnitUniversity College London, UKzoubin@gatsby.ucl.ac.uk. ... http://www.gatsby.ucl.ac.uk/zoubin. September 16, 2004. Abstract. We give a tutorial and overview of the field of -
Non-parametric Bayesian Methods Uncertainty in Artificial…
https://mlg.eng.cam.ac.uk/zoubin/talks/uai05tutorial-b.pdf27 Jan 2023: Gatsby Computational Neuroscience Unit1. University College London, UK. Center for Automated Learning and DiscoveryCarnegie Mellon University, USA. ... Gatsby Computational Neuroscience Unit Technical Report GCNU-TR 2005-001. Other. • Müller, P. -
Compact approximations to Bayesian predictive distributions Edward…
https://mlg.eng.cam.ac.uk/zoubin/papers/icml05snelson.pdf27 Jan 2023: Compact approximations to Bayesian predictive distributions. Edward Snelson snelson@gatsby.ucl.ac.ukGatsby Computational Neuroscience Unit, University College London, Queen Square, London WC1N 3AR, UK. ... Zoubin Ghahramani zoubin@gatsby.ucl.ac.ukGatsby
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