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Efficient Exact Gradient Update for training Deep Networks ...
arXiv
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由 P Vincent 著作2014被引用 67 次 — Abstract page for arXiv paper 1412.7091: Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets.
Efficient Exact Gradient Update for training Deep Networks ...
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由 P Vincent 著作2015被引用 67 次 — We introduced a new algorithmic approach to efficiently compute the exact gradient updates for training deep networks with very large sparse targets. Remarkably ...
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Efficient exact gradient update for training deep networks with ...
ACM Digital Library
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由 P Vincent 著作2015被引用 67 次 — An important class of problems involves training deep neural networks with sparse prediction targets of very high dimension D. These occur naturally in e.g. ...
Efficient Exact Gradient Update for training Deep Networks ...
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This work develops an original algorithmic approach which, for a family of loss functions that includes squared error and spherical softmax, can compute the ...
pascal20100/factored_output_layer
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Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets, Pascal Vincent, Alexandre de Brébisson, Xavier Bouthillier, 2015 ...
Efficient Exact Gradient Update for training Deep Networks ...
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This paper presents a linear algebraic trick for computing both the value and the gradient update fo...
Xavier Bouthillier
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Efficient exact gradient update for training deep networks with very large sparse targets ... Exact gradient updates in time independent of output size for ...
EFFICIENT TRAINING ON VERY LARGE CORPORA
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由 W Krichene 著作被引用 49 次 — Efficient exact gradient update for training deep networks with very large sparse targets. In C. Cortes, N. D. Lawrence, D. D. Lee,. M. Sugiyama, and R ...
Pascal Vincent
Papers With Code
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Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets · 1 code implementation • NeurIPS 2015 • Pascal Vincent, Alexandre de ...
Alexandre de Brébisson
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Efficient exact gradient update for training deep networks with very large sparse targets. P Vincent, A De Brébisson, X Bouthillier. Advances in Neural ...