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ICANN
2009
Springer
14 years 2 months ago
Learning from Examples to Generalize over Pose and Illumination
We present a neural system that recognizes faces under strong variations in pose and illumination. The generalization is learnt completely on the basis of examples of a subset of p...
Marco K. Müller, Rolf P. Würtz
ICML
2007
IEEE
14 years 10 months ago
Winnowing subspaces
We generalize the Winnow algorithm for learning disjunctions to learning subspaces of low rank. Subspaces are represented by symmetric projection matrices. The online algorithm ma...
Manfred K. Warmuth
WSDM
2010
ACM
129views Data Mining» more  WSDM 2010»
14 years 7 months ago
Early Exit Optimizations for Additive Machine Learned Ranking Systems
Berkant Barla Cambazoglu, Hugo Zaragoza, Olivier C...
ICEIS
2007
IEEE
14 years 4 months ago
Learning to Rank for Collaborative Filtering
Jean-François Pessiot, Tuong-Vinh Truong, N...
SIGIR
2010
ACM
14 years 1 months ago
Learning to efficiently rank
Lidan Wang, Jimmy Lin, Donald Metzler