Representation learning: A review and new perspectives

Y Bengio, A Courville, P Vincent - IEEE transactions on pattern …, 2013 - ieeexplore.ieee.org
Abstract—The success of machine learning algorithms generally depends on data
representation, and we hypothesize that this is because different representations can
entangle and hide more or less the different explanatory factors of variation behind the ...
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[PDF][PDF] Representation Learning: A Review and New Perspectives

Y Bengio, A Courville, P Vincent - tsr.sei.pku.edu.cn
Abstract—The success of machine learning algorithms generally depends on data
representation, and we hypothesize that this is because different representations can
entangle and hide more or less the different explanatory factors of variation behind the ...
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[PDF][PDF] Representation Learning: A Review and New Perspectives

Y Bengio, A Courville, P Vincent - cl.uni-heidelberg.de
Abstract—The success of machine learning algorithms generally depends on data
representation, and we hypothesize that this is because different representations can
entangle and hide more or less the different explanatory factors of variation behind the ...
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[PDF][PDF] Representation Learning: A Review and New Perspectives

Y Bengio, A Courville, P Vincent - www-edlab.cs.umass.edu
Abstract—The success of machine learning algorithms generally depends on data
representation, and we hypothesize that this is because different representations can
entangle and hide more or less the different explanatory factors of variation behind the ...
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Representation Learning: A Review and New Perspectives.

Y Bengio, A Courville, P Vincent - IEEE transactions on pattern …, 2013 - ncbi.nlm.nih.gov
The success of machine learning algorithms generally depends on data representation, and
we hypothesize that this is because different representations can entangle and hide more or
less the different explanatory factors of variation behind the data. Although specific ...
Cite More EBSCOhost Full Text Fewer

Representation Learning: A Review and New Perspectives

Y Bengio, A Courville, P Vincent - arXiv preprint arXiv:1206.5538, 2012 - arxiv.org
Abstract: The success of machine learning algorithms generally depends on data
representation, and we hypothesize that this is because different representations can
entangle and hide more or less the different explanatory factors of variation behind the ...
Cite More Fewer

[PDF][PDF] Representation Learning: A Review and New Perspectives

Y Bengio, A Courville, P Vincent - people.cs.pitt.edu
Abstract—The success of machine learning algorithms generally depends on data
representation, and we hypothesize that this is because different representations can
entangle and hide more or less the different explanatory factors of variation behind the ...
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[PDF][PDF] Representation Learning: A Review and New Perspectives

Y Bengio, A Courville, P Vincent - neuromorphs.net
Abstract—The success of machine learning algorithms generally depends on data
representation, and we hypothesize that this is because different representations can
entangle and hide more or less the different explanatory factors of variation behind the ...
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[PDF][PDF] Representation Learning: A Review and New Perspectives

Y Bengio, A Courville, P Vincent - academia.edu
Abstract—The success of machine learning algorithms generally depends on data
representation, and we hypothesize that this is because different representations can
entangle and hide more or less the different explanatory factors of variation behind the ...
Cite More Fewer

[PDF][PDF] Representation Learning: A Review and New Perspectives

Y Bengio, A Courville, P Vincent - cs.uh.edu
Abstract—The success of machine learning algorithms generally depends on data
representation, and we hypothesize that this is because different representations can
entangle and hide more or less the different explanatory factors of variation behind the ...
Cite More Fewer