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/]]
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Discrete Optimization in Machine Learning
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Computational and Statistical Tradeoffs via Convex Relaxation
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Submodularity and Discrete Convexity
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Modern Nonparametric Methods in Machine Learning
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Nonparametric Mixtures of Multi-Output Heteroscedastic Gaussian Processes for Vo...
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Posterior consistency for the number of components in a finite mixture
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Nonparametric Density Estimation for Capture-Recapture
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Non-ParametricCRFs for Image Labeling
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Probabilistic Numerics
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Introduction by the Organizer
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Bayesian Numerical Analysis
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Confluence between Kernel Methods and Graphical Models
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Kernel Bayes Rule
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Fast Food: Approximating Kernel Expansion in Loglinear Time
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Kernel Methods for Learning Motion Patterns
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