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» Maximum-Margin Matrix Factorization

83

AAAI
2008

90views Intelligent Agents» more AAAI 2008»

Using Knowledge Driven Matrix Factorization to Reconstruct Modular Gene Regulatory Network

15 years 6 months ago

Using Knowledge Driven Matrix Factorization to Reconstruct Modular Gene Regulatory Network

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Yang Zhou, Zheng Li, Xuerui Yang, Linxia Zhang, Sh...

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95

ICASSP
2010
IEEE

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Decomposing tensors with structured matrix factors reduces to rank-1 approximations

15 years 4 months ago

Decomposing tensors with structured matrix factors reduces to rank-1 approximations

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Pierre Comon, Mikael Sørensen, Elias P. Tsi...

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82

BIOINFORMATICS
2008

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Ensemble non-negative matrix factorization methods for clustering protein-protein interactions

15 years 4 months ago

Ensemble non-negative matrix factorization methods for clustering protein-protein interactions

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Derek Greene, Gerard Cagney, Nevan J. Krogan, Padr...

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89

CORR
2010
Springer

192views Education» more CORR 2010»

Temporal Link Prediction using Matrix and Tensor Factorizations

15 years 4 months ago

Temporal Link Prediction using Matrix and Tensor Factorizations

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Daniel M. Dunlavy, Tamara G. Kolda, Evrim Acar

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130

CORR
2008
Springer

92views Education» more CORR 2008»

Convex Sparse Matrix Factorizations

15 years 4 months ago

Convex Sparse Matrix Factorizations

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We present a convex formulation of dictionary learning for sparse signal decomposition. Convexity is obtained by replacing the usual explicit upper bound on the dictionary size by...

Francis Bach, Julien Mairal, Jean Ponce

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