About
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]]||
Videos
Opening of the NIPS 2010 Conference

Remembering Partha Niyogi
Jan 13, 2011
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3807 views

Opening Remarks and Awards
Jan 13, 2011
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4702 views
Invited Talks

How to Grow a Mind: Statistics, Structure and Abstraction
Jan 12, 2011
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48191 views

Statistical Inference of Protein Structure and Function
Jan 12, 2011
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9772 views

How Does the Brain Compute and Compare Values at the Time of Decision-Making?
Jan 12, 2011
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6148 views

The Interplay of Machine Learning and Mechanism Design
Jan 12, 2011
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6331 views

Perceptual Bases for Rules of Thumb in Photography
Jan 12, 2011
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5220 views

Machine Learning with Human Intelligence: Principled Corner Cutting (PC2)
Jan 12, 2011
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5781 views
Tutorials

Reinforcement Learning in Humans and Other Animals
Jan 12, 2011
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5977 views

High-dimensional Statistics: Prediction, Association and Causal Inference
Jan 12, 2011
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13164 views

Reinforcement Learning for Embodied Cognition
Jan 12, 2011
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5188 views

Latent Factor Models for Relational Arrays and Network Data
Jan 12, 2011
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9558 views

Optimization Algorithms in Machine Learning
Jan 12, 2011
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65810 views

Vision-Based Control, Control-Based Vision, and the Information Knot That Ties T...
Jan 12, 2011
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10797 views