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» Efficient Testing of Forecasts
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CSDA
2006
71views more  CSDA 2006»
13 years 10 months ago
Computation of Huber's M-estimates for a block-angular regression problem
Huber's M-estimation technique is applied to a block-angular regression problem, which may arise from some applications. A recursive, modified Newton approach to computing th...
Xiao-Wen Chang
AEI
1999
89views more  AEI 1999»
13 years 10 months ago
The structure of a physical behaviour description facility
Many computer simulations, experimental testing and monitoring of physical systems produce vast amounts of quantitative data. These data have always been assimilated by trained an...
S. Chandra
JMLR
2010
115views more  JMLR 2010»
13 years 5 months ago
Fast and Scalable Local Kernel Machines
A computationally efficient approach to local learning with kernel methods is presented. The Fast Local Kernel Support Vector Machine (FaLK-SVM) trains a set of local SVMs on redu...
Nicola Segata, Enrico Blanzieri
JMLR
2010
130views more  JMLR 2010»
13 years 5 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...
RTSS
2007
IEEE
14 years 4 months ago
Analysis of Hierarchical EDF Pre-emptive Scheduling
This paper focuses on scheduling different hard real-time applications on a uniprocessor when the earliest deadline first algorithm is used as the local scheduler, and the global ...
Fengxiang Zhang, Alan Burns