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108

IJCNN
2006
IEEE

104views Neural Networks» more IJCNN 2006»

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

15 years 10 months ago

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

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Vladimir Nikulin

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69

ICIP
1998
IEEE

72views Image Processing» more ICIP 1998»

Automatic Design of Nonlinear Filters by Nearest Neighbor Learning

15 years 8 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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121

ATAL
2010
Springer

107views Intelligent Agents» more ATAL 2010»

Using machine learning to augment collaborative filtering of community discussions

15 years 5 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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119

MIR
2010
ACM

219views Multimedia» more MIR 2010»

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

15 years 4 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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113

CORR
2010
Springer

89views Education» more CORR 2010»

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

15 years 4 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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