Kernel Methods (166)

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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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04:27:20

Kernel Methods

Bernhard Schölkopf

2013-01-25

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15229 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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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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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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17:59

Augmented-SVM: Automatic space partitioning for combining multiple non-linear dy...

Ashwini Shukla

2013-01-16

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4330 Views

Lecture
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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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43:14

Classification with Deep Invariant Scattering Networks

Stéphane Mallat

2013-01-16

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16422 Views

Invited Talk
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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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4582 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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29:12

Nonparametric Variational Inference

Matt Hoffman

2013-01-16

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4673 Views

Invited Talk
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04:02

Learning Networks of Heterogeneous Influence

Nan Du

2013-01-14

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3090 Views

Demonstration
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04:12

Kernel Hyperalignment

Peter J. Ramadge

2013-01-14

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2744 Views

Demonstration
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13:07

Fourier Kernel Learning

Eduard Gabriel Băzăvan

2012-11-12

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5116 Views

Lecture
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28:37

Predicting drug-target interactions from chemical and genomic kernels using Baye...

Mehmet Gönen

2012-10-23

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3427 Views

Lecture
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29:00

Metabolite identification and molecular fingerprint prediction via machine learn...

Markus Heinonen

2012-10-23

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2809 Views

Lecture
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01:02:03

Kernel methods for genomic data fusion

Yves Moreau

2012-10-23

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4092 Views

Invited Talk
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24:12

Graph Kernels for RDF data

Achim Rettinger

2012-07-04

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4813 Views

Lecture