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Funding for postgraduate students
Information about sources of funding available to postgraduates at Cambridge.
www.student-funding.cam.ac.uk/
Cambridge Bursary Scheme
The Bursary is free financial support of generally up to £3,500 a year for full-time undergraduate students, to help with your Cambridge fees or living costs. Like a scholarship or grant, the payment is non-refundable – you don’t need to pay it back.
Higher amounts are available for medical students in their clinical years, independent students including care leavers, and students who were eligible for free school meals.
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- Date: 2023
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3/09: We are organising the 2009 Machine Learning Summer ...
https://mlg.eng.cam.ac.uk/zoubin/oldnews.html27 Jan 2023: 10/08: Karsten Borgwardt publishes an article featured on the front page of Nature on decoding the Malaria genome; read the news story in the University of Cambridge Newletter. -
Generalised Bayesian Matrix Factorisation Models Shakir Mohamed St…
https://mlg.eng.cam.ac.uk/pub/pdf/Moh11.pdf13 Feb 2023: I sincerely thank the Commonwealth Scholarship and FellowshipProgramme (CSFP) for awarding me with a Commonwealth scholarship to the UK,which made my coming to Cambridge a reality. -
Curriculum Vitae Zoubin Ghahramani FRS CONTACT DETAILS Department:…
https://mlg.eng.cam.ac.uk/zoubin/fullcv.pdf27 Jan 2023: University Scholar, University of Pennsylvania, 1986. 25th Anniversary Scholarship, American School of Madrid, 1986. ... Curran Associates, Inc. 3000+ pages. [2] C.J.C. Burges, L. Bottou, M. -
Fabular: Regression Formulas as Probabilistic Programming
https://mlg.eng.cam.ac.uk/pub/pdf/BorGorOuyetal16.pdf13 Feb 2023: Fabular: Regression Formulas as Probabilistic Programming. Johannes BorgströmUppsala University. Sweden. Andrew D. GordonMicrosoft Research andUniversity of Edinburgh. UK. Long OuyangStanford University. USA. Claudio RussoMicrosoft Research. UK. -
Bayesian Learning forData-Efficient Control Rowan McAllister…
https://mlg.eng.cam.ac.uk/pub/pdf/Mca16.pdf13 Feb 2023: viii. To Terrey and Anne Arcus, a big thank you for helping me financially throughthe University of Sydney’s Arcus Travelling Scholarship. ... To avoid inundating our reader, a nomenclature section is providedon page 195 which lists all symbols and Results that match 1 of 2 words
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Probabilistic Machine Learning 4f13 Michaelmas 2023
https://mlg.eng.cam.ac.uk/teaching/4f13/2324/19 Nov 2023: The main page for the course is on moodle, but if you're just attending lectures there is no need to access the moodle site. -
Zoubin Ghahramani
https://mlg.eng.cam.ac.uk/zoubin/27 Jan 2023: My web page at the Machine Learning Department, Carnegie Mellon University. -
Machine Learning Course Web Page
https://mlg.eng.cam.ac.uk/zoubin/ml06/index.html27 Jan 2023: Machine Learning 2006 Course Web Page. Keywords: Machine learning, probabilistic modelling, graphical models, approximate inference, Bayesian statistics. -
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. -
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. -
Statistical Approaches to Learning and Discovery Course Web Page
https://mlg.eng.cam.ac.uk/zoubin/SALD/27 Jan 2023: Course Web Page. Time: Mondays and Wednesdays 1:00 pm - 2:20 pm. -
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. -
Cambridge Machine Learning Group Publications
https://mlg.eng.cam.ac.uk/pub/13 Feb 2023: In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu, and Sivan Sabato, editors, 39th International Conference on Machine Learning, volume 162 of Proceedings of Machine Learning Research, pages ... In 25th International -
Cambridge Machine Learning Group Publications
https://mlg.eng.cam.ac.uk/pub/authors/13 Feb 2023: Workshop at NeurIPS 2021, Virtual Workshop, December 13, 2021, volume 163 of Proceedings of Machine Learning Research, pages 59-63. ... In 32nd Conference on Uncertainty in Artificial Intelligence, pages 32-41, Jersey City, New Jersey, USA, June 2016. -
Part 1B Paper 7, Probability and Statistics
https://mlg.eng.cam.ac.uk/teaching/1BP7/1819/19 Nov 2023: RHB pages: Venn Diagrams and Probability: 1119-1133, Discrete Random Variable: 1139-1140, Sample Mean and Variance: 1221-1224]. ... Lecture 3, Continuous distributions (slides). [RHB pages: Continuous distributions: 1140-1142, Mean: 1143-1145, Variance: -
Approximate Inference
https://mlg.eng.cam.ac.uk/zoubin/approx.html27 Jan 2023: University of Toronto Technical Report CRG-TR-97-1, 6 pages (short note). Ghahramani, Z. ... In G. Tesauro, D.S. Touretzky, and J. Alspector (eds.), Advances in Neural Information Processing Systems 7, 8 pages. -
Sensorimotor Control and Robotics
https://mlg.eng.cam.ac.uk/zoubin/motor.html27 Jan 2023: In G. Tesauro, D.S. Touretzky, and J. Alspector (eds.), Advances in Neural Information Processing Systems 7 [8 pages] [abstract]. ... Ph.D. Thesis, Dept. of Brain and Cognitive Sciences, Massachusetts Institute of Technology, 171 pages, 1 MB. -
3F3: Signal and Pattern Processing
https://mlg.eng.cam.ac.uk/teaching/3f3/1011/19 Nov 2023: 3F3: Signal and Pattern Processing. Zoubin Ghahramani. 5 Lectures on Pattern Processing and Machine Learning. Department of Engineering. University of Cambridge. Lecture Notes:. Examples paper and other questions for study:. Matlab Demos:. Online -
Time Series and Sequential Data
https://mlg.eng.cam.ac.uk/zoubin/timeseries.html27 Jan 2023: In Advances in Neural Information Processing Systems 9, 7 pages. Ghahramani, Z. ... University of Toronto Technical Report CRG-TR-96-2, 6 pages (short note). -
Zoubin Ghahramani Papers Available
https://mlg.eng.cam.ac.uk/zoubin/papers.html27 Jan 2023: Touretzky, and J. Alspector (eds.), Advances in Neural Information Processing Systems 7, 8 pages. ... Elman, & A.S. Weigend (eds.), Proceedings of the 1993 Connectionist Models Summer School, 8 pages. -
Learning Theoretic and Bayesian Inductive Principles
https://mlg.eng.cam.ac.uk/zoubin/LTBIP/27 Jan 2023: Please describe the work in 1-4 pages specifying the model that you adopt and outlining the results/contribution. -
Cambridge University Engineering Department - Vacancies
https://mlg.eng.cam.ac.uk/zoubin/postdocs08.html27 Jan 2023: Department of Engineering. Computational and Biological Learning Lab. UNIVERSITY OF CAMBRIDGE. Two Postdoctoral Research Associate Positions. MACHINE LEARNING. DEPARTMENT OF ENGINEERING. We are seeking two highly creative and motivated postdoctoral -
Reviews and Tutorials
https://mlg.eng.cam.ac.uk/zoubin/reviews.html27 Jan 2023: and Jordan, M.I. (1994). MIT Center for Biological and Computational Learning Technical Report 108, 16 pages. -
Bayesian Machine Learning
https://mlg.eng.cam.ac.uk/zoubin/bayesian.html27 Jan 2023: The purpose of this web page is to provide some links for people interested in the application of Bayesian ideas to Machine Learning. -
Learning Theoretic and Bayesian Inductive Principles
https://mlg.eng.cam.ac.uk/zoubin/LTBIP/submission.html27 Jan 2023: Please describe the work in 1-4 pages specifying the model that you adopt and outlining the results/contribution. ... The deadline for contributions is 31 May 2004. Contributions should be in postscript or pdf format, at least 10 point font, and no -
Bioinformatics
https://mlg.eng.cam.ac.uk/zoubin/bioinf.html27 Jan 2023: In Husmeier, D., Dybowski, R. and Roberts, S. (Eds): Probabilistic Modelling in Bioinformatics and Medical Informatics, pages 269--293. -
Clustering
https://mlg.eng.cam.ac.uk/zoubin/clustering.html27 Jan 2023: University of Toronto Technical Report CRG-TR-96-1, 8 pages (short note). -
Zoubin Ghahramani Software
https://mlg.eng.cam.ac.uk/zoubin/software.html27 Jan 2023: Software written in Matlab:. New! www.variational-bayes.org contains software for learning various models using variational approximations to Bayesian learning. For modelling independent identically distributed (iid) data:. For modelling time -
Probabilistic Machine Learning 4f13 Michaelmas 2021
https://mlg.eng.cam.ac.uk/teaching/4f13/2122/19 Nov 2023: Taught By: Carl Edward Rasmussen and David Krueger. The main page for the course is on moodle. -
Zoubin Ghahramani Bio
https://mlg.eng.cam.ac.uk/zoubin/bio.html27 Jan 2023: You can find my publications either on our group publications page, or via Google Scholar, or for a more complete list, on my CV. -
Machine Learning Group Publications
https://mlg.eng.cam.ac.uk/pub/topics/13 Feb 2023: In Advances in Neural Information Processing Systems 34, volume 34, pages 10483-10495, 2021. ... In Advances in Neural Information Processing Systems 34, volume 34, pages 13613-13625. -
Sassan and Azita
https://mlg.eng.cam.ac.uk/zoubin/misc/sassaz.html27 Jan 2023: Back to Zoubin Ghahramani's Home Page.. -
Abstract for ``Computation and Psychophysics of Sensorimotor…
https://mlg.eng.cam.ac.uk/zoubin/zoubin/thesis.abstract.html27 Jan 2023: 171 pages, 1.0 Mb: postscript. ... Back to Zoubin Ghahramani's Home Page,. -
Probabilisitc Machine Learning (4F13) chunks
https://mlg.eng.cam.ac.uk/teaching/4f13/2324/chunks.html19 Nov 2023: Probabilistic Machine Learning chunks. The topics and concepts taught in the Probabilisitc Machine Learning course is broken down into a number of chunks, which are detailed in this page. -
Abstract for ``A Unifying Review...''
https://mlg.eng.cam.ac.uk/zoubin/abstracts/lds.abs.html27 Jan 2023: Back to Zoubin Ghahramani's Home Page,. -
Abstract for ``Generative Models for Discovering Sparse…
https://mlg.eng.cam.ac.uk/zoubin/zoubin/rgbn.abstract.html27 Jan 2023: Back to Zoubin Ghahramani's Home Page,. -
Abstract for ``Generalization to Local Remappings of the Visuomotor…
https://mlg.eng.cam.ac.uk/zoubin/zoubin/gen.abstract.html27 Jan 2023: Back to Zoubin Ghahramani's Home Page,. -
Abstract for ``Solving inverse problems using an EM approach to…
https://mlg.eng.cam.ac.uk/zoubin/zoubin/cmss.abstract.html27 Jan 2023: Back to Zoubin Ghahramani's Home Page,. -
Abstract for ``Modular decomposition in visuomotor learning''
https://mlg.eng.cam.ac.uk/zoubin/zoubin/modul.abstract.html27 Jan 2023: Back to Zoubin Ghahramani's Home Page,. -
Abstract for ``An Internal Model for Sensorimotor…
https://mlg.eng.cam.ac.uk/zoubin/zoubin/kalman.abstract.html27 Jan 2023: Back to Zoubin Ghahramani's Home Page,. -
Abstract for ``Hierarchical Nonlinear Factor Analysis and Topographic …
https://mlg.eng.cam.ac.uk/zoubin/zoubin/nips97.abstract.html27 Jan 2023: MIT Press: Cambridge, MA. [postscript]. Back to Zoubin Ghahramani's Home Page,. -
Abstract for ``Learning from incomplete data''
https://mlg.eng.cam.ac.uk/zoubin/zoubin/review.abstract.html27 Jan 2023: MIT, Cambridge, MA 02139, 1994. Back to Zoubin Ghahramani's Home Page,. -
Abstract for ``Supervised learning from incomplete data via an EM…
https://mlg.eng.cam.ac.uk/zoubin/zoubin/nips93.abstract.html27 Jan 2023: Back to Zoubin Ghahramani's Home Page,. -
Abstract for ``Learning Dynamic Bayesian Networks''
https://mlg.eng.cam.ac.uk/zoubin/zoubin/vietri.abstract.html27 Jan 2023: Back to Zoubin Ghahramani's Home Page,. -
Abstract for ``Computational structure of coordinate …
https://mlg.eng.cam.ac.uk/zoubin/zoubin/coord.abstract.html27 Jan 2023: Back to Zoubin Ghahramani's Home Page,. -
Abstract for ``Switching State-space Models''
https://mlg.eng.cam.ac.uk/zoubin/zoubin/switch.abstract.html27 Jan 2023: Back to Zoubin Ghahramani's Home Page,. -
Abstract for ``Factorial Hidden Markov Models''
https://mlg.eng.cam.ac.uk/zoubin/zoubin/fhmmML.abstract.html27 Jan 2023: Back to Zoubin Ghahramani's Home Page,. -
Abstract for ``Computational Models of Sensorimotor…
https://mlg.eng.cam.ac.uk/zoubin/zoubin/compmod.abstract.html27 Jan 2023: Elsevier Press. [Back to Zoubin Ghahramani's Home Page,. -
Abstract for ``Factorial Learning and the EM Algorithm''
https://mlg.eng.cam.ac.uk/zoubin/zoubin/factorial.abstract.html27 Jan 2023: Back to Zoubin Ghahramani's Home Page,. -
BIOINFORMATICS ORIGINAL PAPER Vol. 21 no. 3 2005, pages ...
https://mlg.eng.cam.ac.uk/pub/pdf/BeaFalGha05a.pdf13 Feb 2023: BIOINFORMATICS ORIGINAL PAPER Vol. 21 no. 3 2005, pages 349–356doi:10.1093/bioinformatics/bti014. A Bayesian approach to reconstructing geneticregulatory networks with hidden factors.
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