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JMLR
2010
130views more  JMLR 2010»
13 years 2 months ago
A Regularization Approach to Nonlinear Variable Selection
In this paper we consider a regularization approach to variable selection when the regression function depends nonlinearly on a few input variables. The proposed method is based o...
Lorenzo Rosasco, Matteo Santoro, Sofia Mosci, Ales...
CORR
2008
Springer
120views Education» more  CORR 2008»
13 years 7 months ago
Cache-Oblivious Selection in Sorted X+Y Matrices
Let X[0..n - 1] and Y [0..m - 1] be two sorted arrays, and define the m
Mark de Berg, Shripad Thite
WWW
2007
ACM
14 years 8 months ago
Generating efficient labels to facilitate web accessibility
For many users with a disability it can be difficult or impossible to use a computer mouse to navigate the web. An alternative way to select elements on a web page is the label ty...
Leo Spalteholz, Kin Fun Li, Nigel Livingston
FOCS
1999
IEEE
13 years 12 months ago
Near-Optimal Conversion of Hardness into Pseudo-Randomness
Various efforts ([?, ?, ?]) have been made in recent years to derandomize probabilistic algorithms using the complexity theoretic assumption that there exists a problem in E = dti...
Russell Impagliazzo, Ronen Shaltiel, Avi Wigderson
CORR
2010
Springer
153views Education» more  CORR 2010»
13 years 7 months ago
Multidimensional Data Structures and Techniques for Efficient Decision Making
: - In this paper we present several novel efficient techniques and multidimensional data structures which can improve the decision making process in many domains. We consider onli...
Madalina Ecaterina Andreica, Mugurel Ionut Andreic...