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Zoubin Ghahramani
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#	Item
51	Lecture 3 and 4: Gaussian Processes 4F13: Machine Learning Carl Edward Rasmussen and Zoubin Ghahramani Department of Engineering University of Cambridge Add to Reading List Source URL: mlg.eng.cam.ac.uk Language: English - Date: 2013-01-31 09:31:09
52	Lecture 13 & 14: Latent Dirichlet Allocation for Topic Modelling 4F13: Machine Learning Carl Edward Rasmussen and Zoubin Ghahramani Department of Engineering Add to Reading List Source URL: mlg.eng.cam.ac.uk Language: English - Date: 2013-03-04 17:49:03
53	Unsupervised Learning∗ Zoubin Ghahramani† Gatsby Computational Neuroscience Unit University College London, UK http://www.gatsby.ucl.ac.uk/~zoubin Add to Reading List Source URL: www.inf.ed.ac.uk Language: English - Date: 2005-11-29 12:55:06 Statistical theory Machine learning Markov models Expectation–maximization algorithm Maximum likelihood Hidden Markov model Mixture model Kullback–Leibler divergence Marginal likelihood Statistics Estimation theory Bayesian statistics
54	The Automatic Statistician an AI for Data Science Zoubin Ghahramani Department of Engineering University of Cambridge Add to Reading List Source URL: www.snn.ru.nl Language: English - Date: 2015-04-02 04:28:00 Regression analysis Zoubin Ghahramani Statistics Actuarial science Econometrics
55	Probabilistic machine learning Zoubin Ghahramani Department of Engineering University of Cambridge, UK http://learning.eng.cam.ac.uk/zoubin/ Add to Reading List Source URL: www.snn.ru.nl Language: English - Date: 2015-04-02 04:27:53 Formal sciences Knowledge Cybernetics Computational neuroscience Networks Pattern recognition Neural network Computational learning theory Statistical classification Statistics Machine learning Science
56	Skier with sun and mountains Add to Reading List Source URL: media.nips.cc Language: English - Date: 2015-02-23 15:09:16 Nonlinear dimensionality reduction Zoubin Ghahramani Supervised learning Unsupervised learning Dimension reduction Conference on Neural Information Processing Systems Terry Sejnowski Yann LeCun Boosting Artificial intelligence Machine learning Statistics
57	Graphical Models Zoubin Ghahramani Department of Engineering University of Cambridge, UK [removed] http://learning.eng.cam.ac.uk/zoubin/ Add to Reading List Source URL: videolectures.net Language: English - Date: 2013-01-04 03:55:51 Bayesian statistics Probability and statistics Statistical models Probability theory Networks Bayesian network Bayesian inference Factor graph Belief propagation Statistics Graphical models Graph theory
58	Skier with sun and mountains Add to Reading List Source URL: media.nips.cc Language: English - Date: 2010-11-30 17:10:27 Nonlinear dimensionality reduction Zoubin Ghahramani Supervised learning Unsupervised learning Dimension reduction Conference on Neural Information Processing Systems Terry Sejnowski Yann LeCun Boosting Artificial intelligence Machine learning Statistics
59	Bayesian Active Learning for Gaussian Process Classification Neil Houlsby, Ferenc Huszár, Zoubin Ghahramani, Máté Lengyel Computational and Biological Learning Lab, Department of Engineering, University of Cambridge B Add to Reading List Source URL: www.cs.ubc.ca Language: English - Date: 2011-12-10 11:17:50 Bayesian statistics Estimation theory Statistical theory Coordinate systems
60	The Indian Buffet Process and Extensions Zoubin Ghahramani University of Cambridge [removed] http://learning.eng.cam.ac.uk/zoubin/ Add to Reading List Source URL: mlg.eng.cam.ac.uk Language: English - Date: 2010-04-28 09:04:19 Cluster analysis Additive category Approximately finite dimensional C*-algebra Statistics Multivariate statistics Matrix