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
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Uploaded videos:
Introduction To Bayesian Inference
Nov 02, 2009
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369843 Views
Graphical Models
Nov 02, 2009
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60385 Views
Markov Chain Monte Carlo
Nov 02, 2009
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236807 Views
Information Theory
Nov 02, 2009
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70066 Views
Kernel Methods
Nov 02, 2009
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17892 Views
Approximate Inference
Nov 02, 2009
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60888 Views
Topic Models
Nov 02, 2009
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312553 Views
Gaussian Processes
Nov 02, 2009
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59027 Views
Convex Optimization
Nov 02, 2009
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15554 Views
Learning Theory
Nov 02, 2009
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13596 Views
Computer Vision
Nov 02, 2009
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17408 Views
Nonparametric Bayesian Models
Nov 02, 2009
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54021 Views
Machine Learning and Cognitive Science
Nov 02, 2009
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12196 Views
Reinforcement Learning
Nov 02, 2009
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18044 Views
Foundations of Nonparametric Bayesian Methods
Nov 02, 2009
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39731 Views
Deep Belief Networks
Nov 02, 2009
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103601 Views
Particle Filters
Nov 02, 2009
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54684 Views
Causality
Nov 02, 2009
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12533 Views
Information Retrieval
Nov 02, 2009
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9863 Views
Bayesian or Frequentist, Which Are You?
Nov 02, 2009
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108227 Views