NIPS Workshops, Lake Tahoe 2012

NIPS Workshops, Lake Tahoe 2012

12 Lectures · Dec 7, 2012

About

The Post-Conference Workshop Program covered a wide range of topics from Neuroscience to Machine Learning.

Detailed information can be found at NIPS 2012 Workshops homepage.


NIPS Oral Sessions videos are available at [[nips2012_laketahoe]]

NIPS Spotlight Sessions videos are available at [[machine_learning_video_abstracts_vol3/]]

Related categories

Uploaded videos:

Discrete Optimization in Machine Learning

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50:29

Computational and Statistical Tradeoffs via Convex Relaxation

Venkat Chandrasekaran

Jan 16, 2013

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4828 Views

Invited Talk
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57:29

Submodularity and Discrete Convexity

Satoru Fujishige

Jan 16, 2013

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9027 Views

Invited Talk
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42:40

What cannot be learned with Bethe Approximations

Amir Globerson

Jan 16, 2013

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3671 Views

Invited Talk

Modern Nonparametric Methods in Machine Learning

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03:49

Nonparametric Mixtures of Multi-Output Heteroscedastic Gaussian Processes for Vo...

Emmanouil A. Platanios

Jan 16, 2013

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2786 Views

Demonstration
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05:07

Posterior consistency for the number of components in a finite mixture

Jeffrey W. Miller

Jan 16, 2013

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3045 Views

Demonstration
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04:46

Nonparametric Density Estimation for Capture-Recapture

Zachary Kurtz

Jan 16, 2013

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2915 Views

Demonstration
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04:51

Non-ParametricCRFs for Image Labeling

Jeremy Jancsary

Jan 16, 2013

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2744 Views

Demonstration

Probabilistic Numerics

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11:58

Introduction by the Organizer

Philipp Hennig

Jan 15, 2013

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2467 Views

Introduction
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38:47

Bayesian Numerical Analysis

Persi Diaconis

Jan 15, 2013

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6140 Views

Invited Talk

Confluence between Kernel Methods and Graphical Models

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28:59

Kernel Bayes Rule

Kenji Fukumizu

Jan 16, 2013

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3580 Views

Invited Talk
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15:46

Fast Food: Approximating Kernel Expansion in Loglinear Time

Alex Smola

Jan 18, 2013

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9450 Views

Invited Talk
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11:12

Kernel Methods for Learning Motion Patterns

Lachlan McCalman

Jan 31, 2013

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2843 Views

Lecture