Machine Learning Summer School (MLSS), Cambridge 2009

Machine Learning Summer School (MLSS), Cambridge 2009

20 Videos · Aug 27, 2009

About

The 13th Machine Learning Summer School was held in Cambridge, UK. This year's edition was organized by the University of Cambridge, Microsoft Research and PASCAL. The school offered an overview of basic and advanced topics in machine learning through theoretical and practical lectures given by leading researchers in the field. We hope to attract international students, young researchers and industry practitioners with a keen interest in machine learning and a strong mathematical background.


The Summer school homepage can be found at http://mlg.eng.cam.ac.uk/mlss09/index.html

Videos

video-img
03:02:29

Nonparametric Bayesian Models

Yee Whye Teh

Nov 2, 2009

 · 

54201 views

video-img
02:53:15

Computer Vision

Andrew Blake

Nov 2, 2009

 · 

17457 views

video-img
02:51:04

Introduction To Bayesian Inference

Christopher Bishop

Nov 2, 2009

 · 

370215 views

video-img
03:02:15

Information Theory

David MacKay

Nov 2, 2009

 · 

70225 views

video-img
02:36:18

Graphical Models

Zoubin Ghahramani

Nov 2, 2009

 · 

60514 views

video-img
02:46:58

Foundations of Nonparametric Bayesian Methods

Peter Orbanz

Nov 2, 2009

 · 

39843 views

video-img
02:57:21

Gaussian Processes

Carl Edward Rasmussen

Nov 2, 2009

 · 

59294 views

video-img
03:07:21

Approximate Inference

Tom Minka

Nov 2, 2009

 · 

61206 views

video-img
02:53:44

Information Retrieval

Thomas Hofmann

Nov 2, 2009

 · 

9925 views

video-img
02:57:01

Causality

Phil Dawid

Nov 2, 2009

 · 

12599 views

video-img
02:07:58

Particle Filters

Simon Godsill

Nov 2, 2009

 · 

54762 views

video-img
02:52:49

Convex Optimization

Lieven Vandenberghe

Nov 2, 2009

 · 

15595 views

video-img
03:13:48

Machine Learning and Cognitive Science

Joshua B. Tenenbaum

Nov 2, 2009

 · 

12344 views

video-img
02:44:43

Learning Theory

John Shawe-Taylor

Nov 2, 2009

 · 

13656 views

video-img
02:39:22

Kernel Methods

Bernhard Schölkopf

Nov 2, 2009

 · 

17966 views

video-img
02:56:42

Reinforcement Learning

Michael Littman

Nov 2, 2009

 · 

18095 views

video-img
02:57:01

Topic Models

David Blei

Nov 2, 2009

 · 

313236 views

video-img
02:55:43

Deep Belief Networks

Geoffrey E. Hinton

Nov 2, 2009

 · 

103779 views

video-img
02:27:57

Markov Chain Monte Carlo

Iain Murray

Nov 2, 2009

 · 

237443 views

video-img
02:57:16

Bayesian or Frequentist, Which Are You?

Michael I. Jordan

Nov 2, 2009

 · 

108674 views