Zoubin Ghahramani
homepage:http://learning.eng.cam.ac.uk/zoubin/
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Description

Professor Zoubin Ghahramani is Professor of Information Engineering, Department of Engineering, University of Cambridge.  His research interests include Bayesian approaches to machine learning, artificial intelligence, statistics, information retrieval, bioinformatics, and computational motor control.  


Lectures:

invited talk
flag Building an automatic statistician
as author at  1st UCL-Duke University Workshop on Sensing and Analysis of High-Dimensional Data (SAHD), London 2014,
230 views
  invited talk
flag Modern Bayesian Nonparametrics: beyond Dirichlet and Gaussian processes
as author at  Modern Nonparametric Methods in Machine Learning,
1085 views
lecture
flag Nonparametric Bayesian Modelling
as author at  Machine Learning Summer School (MLSS), La Palma 2012,
861 views
  lecture
flag Graph-based Semi-supervised Learning
as author at  Machine Learning Summer School (MLSS), La Palma 2012,
477 views
lecture
flag Gaussian Process: Practical Course
as author at  Machine Learning Summer School (MLSS), La Palma 2012,
together with: Dilan Görür,
1039 views
  lecture
flag Graphical Models
as author at  Machine Learning Summer School (MLSS), La Palma 2012,
771 views
lecture
flag Bayesian Modelling
as author at  Machine Learning Summer School (MLSS), La Palma 2012,
2508 views
  invited talk
flag Probabilistic Models for Preference Learning
as author at  Choice Models and Preference Learning,
431 views
lecture
flag Why Bayesian nonparametrics?
as author at  Bayesian Nonparametric Methods: Hope or Hype?,
3061 views
  tutorial
flag Graphical Models
as author at  Machine Learning Summer School (MLSS), Cambridge 2009,
9724 views
lecture
flag Should all Machine Learning be Bayesian? Should all Bayesian models be non-parametric?
as author at  Bayesian Research Kitchen Workshop (BARK), Grasmere 2008,
3424 views
  lecture
flag Graphical models
as author at  EPSRC Winter School in Mathematics for Data Modelling, Sheffield 2008,
3208 views
lecture
flag Graphical models
as author at  Machine Learning Summer School (MLSS), Tübingen 2007,
13712 views
  opening
flag Introduction to the ICML07 Conference
as author at  24th Annual International Conference on Machine Learning (ICML), Corvallis 2007,
929 views
lecture
flag Bayesian Learning
as author at  Machine Learning Summer School (MLSS), Chicago 2005,
7745 views
  debate
flag Lunch debate 23.5.2005
as coauthor at  Machine Learning Summer School (MLSS), Chicago 2005,
together with: Sanjoy Dasgupta (coauthor), Yann LeCun (coauthor), David McAllester (coauthor), John Langford (coauthor), Yasemin Altun (coauthor), Partha Niyogi (coauthor),
545 views
lecture
flag Nonparametric Bayesian Models in Machine Learning
as author at  Machine Learning Workshop, Sheffield 2004,
2656 views