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calendar icon May 6, 2010 videos icon 25 videos
Cognitive Science and Machine Learning Summer School (MLSS), Sardinia 2010

Cognitive Science and Machine Learning Summer School (MLSS), Sardinia 2010

Cognitive science aims to reverse engineer human intelligence; machine learning provides one of our most powerful sources of insight into how machine intelligence is possible. Cognitive science therefore raises challenges for, and draws inspiration from, machine learning; and insights about the human mind may help inspire new directions for machine learning. This summer school brings together leading researchers from both fields, and those working at the interface between them. It is aimed at graduate students, post-docs and established researchers from both the cognitive science and machine learning communities, interested in exploring the interface between human and machine intelligence.

More about the event at http://www.mlss.cc/sardinia10

Tutorials

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01:29:42

Cognitive science for machine learning 2: Empirical methods

Nick Chater

calendar icon Jun 15, 2010 4592 views

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01:20:08

Machine learning for cognitive science 3: Kernel methods and Bayesian methods

Bernhard Schölkopf

calendar icon Jun 15, 2010 5926 views

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01:04:12

Behavioural Learning: Inspiration from Nature?

Chris Watkins

calendar icon Aug 13, 2010 5664 views

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01:19:12

Cognitive science for machine learning 3: Models and theories in cognitive scien...

Tom Griffiths

calendar icon Jun 15, 2010 6084 views

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01:29:34

Machine learning for cognitive science 1: What is machine learning?

Neil D. Lawrence

calendar icon Jun 15, 2010 23072 views

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01:23:55

Learning with Probabilities

Neil D. Lawrence

calendar icon Aug 13, 2010 12489 views

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01:28:53

Psychophysical Methods, Signal Detection Theory & Response Times

Felix A. Wichmann

calendar icon Aug 13, 2010 5975 views

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01:32:16

What is cognitive science?

Joshua B. Tenenbaum

calendar icon Aug 13, 2010 10966 views

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01:09:16

Introduction to Graphical Models

Silvia Chiappa

calendar icon Aug 13, 2010 11060 views

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42:00

Models and theories in cognitive science (Part 2)

Nick Chater

calendar icon Aug 13, 2010 3550 views

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01:21:03

Machine learning for cognitive science 2: Bayesian methods and statistical learn...

Bernhard Schölkopf

calendar icon Jun 15, 2010 9698 views

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01:16:24

Cognitive science for machine learning 1:What is cognitive science?

Nick Chater

calendar icon Jun 29, 2010 8734 views

Lectures

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01:22:10

Bayesian modeling of action and perception and some other stuff

Konrad Körding

calendar icon Jun 15, 2010 3576 views

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01:23:58

Monte Carlo and the mind

Tom Griffiths

calendar icon Jun 15, 2010 7812 views

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59:17

Finding structure in data

Joshua B. Tenenbaum

calendar icon Jun 29, 2010 4789 views

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01:24:39

Reinforcement learning: Tutorial + Rethinking State, Action & Reward

Satinder Singh

calendar icon Jun 15, 2010 15133 views

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01:28:38

Baysian models and cognitive development

Joshua B. Tenenbaum

calendar icon Jun 29, 2010 4678 views

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01:18:27

Language acquisition and Kolmogorov complexity: Why is language acquisition poss...

Nick Chater

calendar icon Jun 15, 2010 4172 views

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01:13:09

Kernel Methods and Perceptual Classification

Felix A. Wichmann

calendar icon Jun 15, 2010 4033 views

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01:26:28

Models of Human decision-making

Nick Chater

calendar icon Jun 15, 2010 5245 views

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01:21:48

How could networks of neurons learn to carry out probabilistic inference?

Wolfgang Maass

calendar icon Jun 15, 2010 4633 views

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01:10:31

Neuroscience, cognitive science and machine learning

Konrad Körding

calendar icon Jun 15, 2010 8374 views

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01:32:22

Computational models of vision

Shimon Ullman

calendar icon Jun 15, 2010 6738 views

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01:00:23

Inferring structure from data

Tom Griffiths

calendar icon Jun 15, 2010 9778 views

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01:31:24

Machine learning and the cognitive science of natural language

Alexander Clark

calendar icon Jun 15, 2010 4086 views

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