Graphical Models (79)

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11:12

Kernel Methods for Learning Motion Patterns

Lachlan McCalman

2013-01-31

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2842 Views

Lecture
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32:33

Determinantal Point Processes

Ben Taskar

2013-01-23

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6805 Views

Invited Talk
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14:09

Hilbert Space Embedding for Dirichlet Process Mixtures

Krikamol Muandet

2013-01-18

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3833 Views

Lecture
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11:52

Kernels for Protein Structure Prediction

Narges Sharif-Razavian

2013-01-18

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2998 Views

Lecture
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15:46

Fast Food: Approximating Kernel Expansion in Loglinear Time

Alex Smola

2013-01-18

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9449 Views

Invited Talk
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28:59

Kernel Bayes Rule

Kenji Fukumizu

2013-01-16

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3579 Views

Invited Talk
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19:00

No voodoo here! Learning discrete graphical models via inverse covariance estima...

Po-Ling Loh

2013-01-16

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6429 Views

Lecture
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25:03

The Kernel Beta Process

Lawrence Carin

2013-01-16

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3113 Views

Invited Talk
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22:22

Bayesian Interpretations of RKHS Embedding Methods

David Kristjanson Duvenaud

2013-01-16

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4580 Views

Invited Talk
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29:12

Nonparametric Variational Inference

Matt Hoffman

2013-01-16

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4673 Views

Invited Talk
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27:58

Kernel Topic Models

Thore Graepel

2013-01-16

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3580 Views

Invited Talk
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01:25:50

Graph-based Semi-supervised Learning

Zoubin Ghahramani

2013-01-15

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6171 Views

Lecture
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01:16:16

Graphical Models

Zoubin Ghahramani

2013-01-15

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8189 Views

Lecture
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03:53

Continuous Relaxations for Discrete Hamiltonian Monte Carlo

Yichuan Zhang

2013-01-14

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2976 Views

Demonstration
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04:02

Majorization for CRFs and Latent Likelihoods

Anna Choromanska

2013-01-14

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3469 Views

Demonstration
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05:15

Active dendrites: adaptation to spike-based communication

Balazs B Ujfalussy

2012-09-06

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2720 Views

Demonstration
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04:01

Accelerated Adaptive Markov Chain for Partition Function Computation

Stefano Ermon

2012-09-06

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3029 Views

Demonstration
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03:56

Structural equations and divisive normalization for energy-dependent component a...

Jun-ichiro Hirayama

2012-09-06

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2667 Views

Demonstration
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03:33

Uniqueness of Belief Propagation on Signed Graphs

Yusuke Watanabe

2012-09-06

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2754 Views

Demonstration
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17:05

High-Dimensional Graphical Model Selection

Animashree Anandkumar

2012-01-25

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8314 Views

Lecture