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» Convex Learning with Invariances
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NECO
2002
94views more  NECO 2002»
13 years 9 months ago
Slow Feature Analysis: Unsupervised Learning of Invariances
Laurenz Wiskott, Terrence J. Sejnowski
NECO
2007
105views more  NECO 2007»
13 years 9 months ago
Learning the Lie Groups of Visual Invariance
Xu Miao, Rajesh P. N. Rao
IJCV
2010
134views more  IJCV 2010»
13 years 8 months ago
Learning Photometric Invariance for Object Detection
José Manuel Álvarez, Theo Gevers, An...
ICML
2008
IEEE
14 years 10 months ago
The skew spectrum of graphs
The central issue in representing graphstructured data instances in learning algorithms is designing features which are invariant to permuting the numbering of the vertices. We pr...
Risi Imre Kondor, Karsten M. Borgwardt
KDD
2007
ACM
132views Data Mining» more  KDD 2007»
14 years 10 months ago
A scalable modular convex solver for regularized risk minimization
A wide variety of machine learning problems can be described as minimizing a regularized risk functional, with different algorithms using different notions of risk and different r...
Choon Hui Teo, Alex J. Smola, S. V. N. Vishwanatha...