Multi-Task Learning (19)

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34:28

Sparse Coding for Multi-task and Transfer Learning

Massimiliano Pontil

2014-10-06

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2117 Views

Invited Talk
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34:00

An Overview of Transfer Learning

Sinno Jialin Pan

2014-10-06

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3208 Views

Invited Talk
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33:13

Learning kernels for visual domain adaptation

Fei Sha

2014-10-06

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2013 Views

Invited Talk
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29:13

Nonparametric Bayesian inference using kernel distribution embeddings

Arthur Gretton

2014-10-06

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2059 Views

Invited Talk
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36:06

Understanding Domain Adaptation Learning - the good and the not so good

Shai Ben-David

2014-10-06

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2453 Views

Invited Talk
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24:03

Comparison of distances for multi-label classification with PCTs

Valentin Gjorgjioski

2011-11-04

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3110 Views

Lecture
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16:59

Multi-task Regularization of Generative Similarity Models

Luca Cazzanti

2011-10-17

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3006 Views

Lecture
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24:29

Focused Multi-task Learning Using Gaussian Processes

Jaakko Peltonen

2011-10-03

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2739 Views

Lecture
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18:27

Multiclass Learnability and the ERM principle

Amit Daniely

2011-08-02

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3505 Views

Best Paper
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16:34

Multitask Multiple Kernel Learning (MT-MKL)

Christian Widmer

2011-01-12

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4577 Views

Lecture
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03:26

Operator Induced Multi-Task Gaussian Processes for Solving Differential Equation...

Arman Melkumyan

2011-01-12

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3415 Views

Poster
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35:21

Various Formulations for Learning the Kernel and Structured Sparsity

Massimiliano Pontil

2011-01-12

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4200 Views

Invited Talk
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37:24

Multi-Task Discriminative Estimation for Generative Models and Probabilities

Tony Jebara

2010-03-26

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5491 Views

Invited Talk
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56:09

Multi-Task Learning with Gaussian Processes with Applications to Robot Inverse D...

Chris Williams

2010-01-19

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5080 Views

Invited Talk
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20:06

Multitask Learning Using Nonparametrically Learned Predictor Subspaces

Piyush Rai

2010-01-19

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4431 Views

Lecture
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24:50

An Accelerated Gradient Method for Trace Norm Minimization

Shuiwang Ji

2009-08-26

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4288 Views

Lecture
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01:26:33

Learning with Dependencies between Several Response Variables

Volker Tresp

2009-08-26

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4281 Views

Tutorial
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23:42

Efficient Bandit Algorithms for Online Multiclass Prediction

Shai Shalev-Shwartz

2008-08-04

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4383 Views

Lecture
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20:35

Incremental Learning with Multiple Classifier Systems Using Correction Filters f...

José del Campo-Ávila

2007-10-08

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4836 Views

Lecture