Support Vector Machines (99)

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21:54

Deep Support Vector Machines

Marco Wiering

2013-08-26

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21385 Views

Lecture
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28:27

Structured Low-Rank Approximation as Optimization on a Grassmann Manifold

Konstantin Usevich

2013-08-26

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4482 Views

Lecture
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23:34

Output Kernel Learning Methods

Francesco Dinuzzo

2013-08-26

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4422 Views

Lecture
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51:27

Multi-task Learning

Massimiliano Pontil

2013-08-26

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8041 Views

Invited Talk
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53:06

Primal-Dual Subgradient Methods for Huge-Scale Problems

Yurii Nesterov

2013-08-26

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5892 Views

Invited Talk
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41:47

Living on the Edge - Phase Transitions in Random Convex Programs

Joel Tropp

2013-08-26

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5384 Views

Invited Talk
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13:57

Fixed-Size Pegasos for Large Scale Pinball Loss SVM

Vilen Jumutc

2013-08-26

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3269 Views

Lecture
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53:20

Dynamic ℓ1 Reconstruction

Justin Romberg

2013-08-26

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4509 Views

Invited Talk
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25:02

The First-Order View of Boosting Methods: Computational Complexity and Connectio...

Paul Grigas

2013-08-26

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3244 Views

Lecture
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46:15

Beyond Stochastic Gradient Descent

Francis R. Bach

2013-08-26

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7147 Views

Invited Talk
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32:44

Connections between the Lasso and Support Vector Machines

Martin Jaggi

2013-08-26

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6608 Views

Invited Talk
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24:35

Fast Algorithms for Informed Source Separation

Augustin Lefèvre

2013-08-26

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3115 Views

Lecture
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24:03

Kernel Based Identification of Systems with Multiple Outputs Using Nuclear Norm ...

Tillmann Falck

2013-08-26

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3192 Views

Lecture
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26:42

The Graph-guided Group Lasso

Zi Wang

2013-08-26

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4046 Views

Lecture
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30:06

Feature Selection via Detecting Ineffective Features

Kris De Brabanter

2013-08-26

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3762 Views

Lecture
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48:18

Deep-er Kernels

John Shawe-Taylor

2013-08-26

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12001 Views

Invited Talk
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52:07

Domain Specific Languages for Convex Optimization

Stephen P. Boyd

2013-08-26

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5668 Views

Invited Talk
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57:35

From Kernels to Causality

Bernhard Schölkopf

2013-08-26

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5856 Views

Invited Talk
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06:35

Welcome to ROKS 2013

Johan Suykens

2013-08-26

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3828 Views

Opening
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27:49

Scalable Structured Low Rank Matrix Optimization Problems

Marco Signoretto

2013-08-26

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3494 Views

Lecture