Multi-Task Learning (19)

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35:21

Various Formulations for Learning the Kernel and Structured Sparsity

Massimiliano Pontil

Jan 12, 2011

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4207 views

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36:06

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

Shai Ben-David

Oct 6, 2014

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2462 views

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34:28

Sparse Coding for Multi-task and Transfer Learning

Massimiliano Pontil

Oct 6, 2014

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2125 views

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03:26

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

Arman Melkumyan

Jan 12, 2011

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3422 views

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29:13

Nonparametric Bayesian inference using kernel distribution embeddings

Arthur Gretton

Oct 6, 2014

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2067 views

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16:59

Multi-task Regularization of Generative Similarity Models

Luca Cazzanti

Oct 17, 2011

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3017 views

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16:34

Multitask Multiple Kernel Learning (MT-MKL)

Christian Widmer

Jan 12, 2011

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4585 views

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56:09

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

Chris Williams

Jan 19, 2010

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5086 views

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20:06

Multitask Learning Using Nonparametrically Learned Predictor Subspaces

Piyush Rai

Jan 19, 2010

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4438 views

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37:24

Multi-Task Discriminative Estimation for Generative Models and Probabilities

Tony Jebara

Mar 26, 2010

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5512 views

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18:27

Multiclass Learnability and the ERM principle

Amit Daniely

Aug 2, 2011

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3513 views

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01:26:33

Learning with Dependencies between Several Response Variables

Volker Tresp

Aug 26, 2009

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4295 views

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33:13

Learning kernels for visual domain adaptation

Fei Sha

Oct 6, 2014

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2021 views

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20:35

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

José del Campo-Ávila

Oct 8, 2007

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4842 views

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24:29

Focused Multi-task Learning Using Gaussian Processes

Jaakko Peltonen

Oct 3, 2011

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2750 views

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23:42

Efficient Bandit Algorithms for Online Multiclass Prediction

Shai Shalev-Shwartz

Aug 4, 2008

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4388 views

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24:03

Comparison of distances for multi-label classification with PCTs

Valentin Gjorgjioski

Nov 4, 2011

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3143 views

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34:00

An Overview of Transfer Learning

Sinno Jialin Pan

Oct 6, 2014

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3216 views

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24:50

An Accelerated Gradient Method for Trace Norm Minimization

Shuiwang Ji

Aug 26, 2009

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4295 views