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

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03:02:29

Nonparametric Bayesian Models

Yee Whye Teh

Nov 2, 2009

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54185 views

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02:53:15

Computer Vision

Andrew Blake

Nov 2, 2009

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17447 views

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02:51:04

Introduction To Bayesian Inference

Christopher Bishop

Nov 2, 2009

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370187 views

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03:02:15

Information Theory

David MacKay

Nov 2, 2009

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70205 views

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02:36:18

Graphical Models

Zoubin Ghahramani

Nov 2, 2009

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60507 views

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02:46:58

Foundations of Nonparametric Bayesian Methods

Peter Orbanz

Nov 2, 2009

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39832 views

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02:57:21

Gaussian Processes

Carl Edward Rasmussen

Nov 2, 2009

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59263 views

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03:07:21

Approximate Inference

Tom Minka

Nov 2, 2009

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61182 views

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02:53:44

Information Retrieval

Thomas Hofmann

Nov 2, 2009

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9923 views

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02:57:01

Causality

Phil Dawid

Nov 2, 2009

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12594 views

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02:07:58

Particle Filters

Simon Godsill

Nov 2, 2009

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54752 views

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02:52:49

Convex Optimization

Lieven Vandenberghe

Nov 2, 2009

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15590 views

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03:13:48

Machine Learning and Cognitive Science

Joshua B. Tenenbaum

Nov 2, 2009

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12331 views

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02:44:43

Learning Theory

John Shawe-Taylor

Nov 2, 2009

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13649 views

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02:39:22

Kernel Methods

Bernhard Schölkopf

Nov 2, 2009

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17962 views

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02:56:42

Reinforcement Learning

Michael Littman

Nov 2, 2009

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18093 views

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02:57:01

Topic Models

David Blei

Nov 2, 2009

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313186 views

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02:55:43

Deep Belief Networks

Geoffrey E. Hinton

Nov 2, 2009

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103764 views

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02:27:57

Markov Chain Monte Carlo

Iain Murray

Nov 2, 2009

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237405 views

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02:57:16

Bayesian or Frequentist, Which Are You?

Michael I. Jordan

Nov 2, 2009

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108625 views