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ICML
2004
IEEE
14 years 3 months ago
Gradient LASSO for feature selection
LASSO (Least Absolute Shrinkage and Selection Operator) is a useful tool to achieve the shrinkage and variable selection simultaneously. Since LASSO uses the L1 penalty, the optim...
Yongdai Kim, Jinseog Kim
CORR
2006
Springer
151views Education» more  CORR 2006»
13 years 10 months ago
Graph Laplacians and their convergence on random neighborhood graphs
Given a sample from a probability measure with support on a submanifold in Euclidean space one can construct a neighborhood graph which can be seen as an approximation of the subm...
Matthias Hein, Jean-Yves Audibert, Ulrike von Luxb...
IJCV
2008
155views more  IJCV 2008»
13 years 10 months ago
Fast Transformation-Invariant Component Analysis
For software and more illustrations: http://www.psi.utoronto.ca/anitha/fastTCA.htm Dimensionality reduction techniques such as principal component analysis and factor analysis are...
Anitha Kannan, Nebojsa Jojic, Brendan J. Frey
OSDI
2008
ACM
14 years 10 months ago
Digging for Data Structures
Because writing computer programs is hard, computer programmers are taught to use encapsulation and modularity to hide complexity and reduce the potential for errors. Their progra...
Anthony Cozzie, Frank Stratton, Hui Xue, Samuel T....
CHI
1994
ACM
14 years 2 months ago
A survey on user expectations for interface builders
This study provides many insights into the features that users look for in interface building tools, as well as those that can hinder their use. The results suggest that users are...
Michel Desmarais, Cameron Hayne, Sumithra Jagannat...