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131

IJCNN
2006
IEEE

104views Neural Networks» more IJCNN 2006»

Learning with Mean-Variance Filtering, SVM and Gradient-based Optimization

16 years 16 days ago

Learning with Mean-Variance Filtering, SVM and Gradient-based Optimization

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Vladimir Nikulin

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94

ICIP
1998
IEEE

72views Image Processing» more ICIP 1998»

Automatic Design of Nonlinear Filters by Nearest Neighbor Learning

15 years 10 months ago

Automatic Design of Nonlinear Filters by Nearest Neighbor Learning

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Hae Yong Kim, Flávio A. M. Cipparrone

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145

ATAL
2010
Springer

107views Intelligent Agents» more ATAL 2010»

Using machine learning to augment collaborative filtering of community discussions

15 years 7 months ago

Using machine learning to augment collaborative filtering of community discussions

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Michael Brennan, Stacey Wrazien, Rachel Greenstadt

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140

MIR
2010
ACM

219views Multimedia» more MIR 2010»

Relevance filtering meets active learning: improving web-based concept detectors

15 years 6 months ago

Relevance filtering meets active learning: improving web-based concept detectors

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Damian Borth, Adrian Ulges, Thomas M. Breuel

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137

CORR
2010
Springer

89views Education» more CORR 2010»

Collaborative Filtering in a Non-Uniform World: Learning with the Weighted Trace Norm

15 years 6 months ago

Collaborative Filtering in a Non-Uniform World: Learning with the Weighted Trace Norm

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We show that matrix completion with tracenorm regularization can be significantly hurt when entries of the matrix are sampled nonuniformly. We introduce a weighted version of the ...

Ruslan Salakhutdinov, Nathan Srebro

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