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calendar icon Dec 6, 2010 videos icon 14 videos
24th Annual Conference on Neural Information Processing Systems (NIPS), Vancouver 2010

24th Annual Conference on Neural Information Processing Systems (NIPS), Vancouver 2010

You are invited to participate in the Twenty-Fourth Annual Conference on Neural Information Processing Systems, which is the premier scientific meeting on Neural Computation.

A one-day Tutorial Program offered a choice of six two-hour tutorials by leading scientists. The topics span a wide range of subjects including Neuroscience, Learning Algorithms and Theory, Bioinformatics, Image Processing, and Data Mining.

The NIPS Conference featured a single track program, with contributions from a large number of intellectual communities. Presentation topics include: Algorithms and Architectures; Applications; Brain Imaging; Cognitive Science and Artificial Intelligence; Control and Reinforcement Learning; Emerging Technologies; Learning Theory; Neuroscience; Speech and Signal Processing; and Visual Processing.

There were two Posner Lectures named in honor of Ed Posner who founded NIPS. Ed worked on communications and information theory at Caltech and was an early pioneer in neural networks. He organized the first NIPS conference and workshop in Denver in 1989 and incorporated the NIPS Foundation in 1992. He was an inpiring teacher and an effective leader. His untimely death in a bicycle accident in 1993 was a great loss to our community. Posner Lecturers were Josh Tenebaum and Michael Jordan.

The Poster Sessions offered high-quality posters and an opportunity for researchers to share their work and exchange ideas in a collegial setting. The majority of contributions accepted at NIPS were presented as posters.

The Demonstrations enabled researchers to highlight scientific advances, systems, and technologies in ways that go beyond conventional poster presentations. It provided a unique forum for demonstrating advanced technologies — both hardware and software — and fostering the direct exchange of knowledge.

Detailed information can be found at NIPS 2010 Conference homepage.


Click on the picture for the videos from 2010 NIPS Spotlights. ||[[:machine_learning_video_abstracts_vol1]]|| Click on the picture for the videos from 2010 NIPS Workshops. ||[[:nipsworkshops2010_whistler]]||

Opening of the NIPS 2010 Conference

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09:30

Remembering Partha Niyogi

David McAllester

calendar icon Jan 13, 2011 3838 views

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28:38

Opening Remarks and Awards

Richard Zemel,

Terrence J. Sejnowski,

John Shawe-Taylor

calendar icon Jan 13, 2011 4718 views

Invited Talks

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56:36

How to Grow a Mind: Statistics, Structure and Abstraction

Joshua B. Tenenbaum

calendar icon Jan 12, 2011 48391 views

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44:56

Statistical Inference of Protein Structure and Function

Michael I. Jordan

calendar icon Jan 12, 2011 9794 views

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52:22

How Does the Brain Compute and Compare Values at the Time of Decision-Making?

Antonio Rangel

calendar icon Jan 12, 2011 6164 views

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48:27

The Interplay of Machine Learning and Mechanism Design

David C. Parkes

calendar icon Jan 12, 2011 6360 views

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58:21

Perceptual Bases for Rules of Thumb in Photography

Martin S. Banks

calendar icon Jan 12, 2011 5252 views

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49:41

Machine Learning with Human Intelligence: Principled Corner Cutting (PC2)

Xiao-Li Meng

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Tutorials

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01:40:57

Reinforcement Learning in Humans and Other Animals

Nathaniel Daw

calendar icon Jan 12, 2011 6040 views

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02:02:13

High-dimensional Statistics: Prediction, Association and Causal Inference

Peter Bühlmann

calendar icon Jan 12, 2011 13220 views

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01:56:27

Reinforcement Learning for Embodied Cognition

Dana H. Ballard

calendar icon Jan 12, 2011 5246 views

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01:48:34

Latent Factor Models for Relational Arrays and Network Data

Peter Hoff

calendar icon Jan 12, 2011 9595 views

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01:49:35

Optimization Algorithms in Machine Learning

Stephen J. Wright

calendar icon Jan 12, 2011 66136 views

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01:57:40

Vision-Based Control, Control-Based Vision, and the Information Knot That Ties T...

Stefano Soatto

calendar icon Jan 12, 2011 10859 views

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