NIPS Workshops, Lake Tahoe 2012
14 Videos · 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/]]
Videos
Discrete Optimization in Machine Learning
57:29
Submodularity and Discrete Convexity
Jan 16, 2013 9113 views
50:29
Computational and Statistical Tradeoffs via Convex Relaxation
Jan 16, 2013 4867 views
42:40
What cannot be learned with Bethe Approximations
Jan 16, 2013 3703 views
Modern Nonparametric Methods in Machine Learning
03:49
Nonparametric Mixtures of Multi-Output Heteroscedastic Gaussian Processes for Vo...
Jan 16, 2013 2811 views
04:46
Nonparametric Density Estimation for Capture-Recapture
Jan 16, 2013 2932 views
05:07
Posterior consistency for the number of components in a finite mixture
Jan 16, 2013 3080 views
04:51
Non-ParametricCRFs for Image Labeling
Jan 16, 2013 2770 views
04:52
Gaussian Processes for Identifying Damped Lyman-α Systems in Spectroscopic Sur...
Sep 4, 2019 122 views
03:27
Sticky HDP-HMM for Prediction of Economic Events
Sep 4, 2019 99 views
Probabilistic Numerics
11:58
Introduction by the Organizer
Jan 15, 2013 2479 views
38:47
Bayesian Numerical Analysis
Jan 15, 2013 6192 views
Confluence between Kernel Methods and Graphical Models
28:59
Kernel Bayes Rule
Jan 16, 2013 3609 views
15:46
Fast Food: Approximating Kernel Expansion in Loglinear Time
Jan 18, 2013 9478 views
11:12
Kernel Methods for Learning Motion Patterns
Jan 31, 2013 2862 views