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ENTCS
2008
79views more  ENTCS 2008»
13 years 7 months ago
The Compositional Method and Regular Reachability
The compositional method, introduced by Feferman and Vaught in 1959, allows to reduce the model-checking problem for a product structure to the model-checking problem for its fact...
Ingo Felscher
PKDD
2009
Springer
153views Data Mining» more  PKDD 2009»
14 years 2 months ago
Subspace Regularization: A New Semi-supervised Learning Method
Most existing semi-supervised learning methods are based on the smoothness assumption that data points in the same high density region should have the same label. This assumption, ...
Yan-Ming Zhang, Xinwen Hou, Shiming Xiang, Cheng-L...
ML
2010
ACM
142views Machine Learning» more  ML 2010»
13 years 6 months ago
Graph regularization methods for Web spam detection
We present an algorithm, witch, that learns to detect spam hosts or pages on the Web. Unlike most other approaches, it simultaneously exploits the structure of the Web graph as wel...
Jacob Abernethy, Olivier Chapelle, Carlos Castillo
IDA
2003
Springer
14 years 26 days ago
Regularization Methods for Additive Models
This paper tackles the problem of model complexity in the context of additive models. Several methods have been proposed to estimate smoothing parameters, as well as to perform var...
Marta Avalos, Yves Grandvalet, Christophe Ambroise
ICML
2009
IEEE
14 years 2 months ago
Stochastic methods for l1 regularized loss minimization
Shai Shalev-Shwartz, Ambuj Tewari