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JMLR
2010
126views more  JMLR 2010»
14 years 11 months ago
Ultra-high Dimensional Multiple Output Learning With Simultaneous Orthogonal Matching Pursuit: Screening Approach
We propose a novel application of the Simultaneous Orthogonal Matching Pursuit (SOMP) procedure to perform variable selection in ultra-high dimensional multiple output regression ...
Mladen Kolar, Eric P. Xing
INFORMATICALT
2010
94views more  INFORMATICALT 2010»
15 years 1 months ago
Statistical Classification of Scientific Publications
The problem of automatic classification of scientific texts is considered. Methods based on statistical analysis of probabilistic distributions of scientific terms in texts are dis...
Vaidas Balys, Rimantas Rudzkis
WSC
1997
15 years 5 months ago
New Development of Optimal Computing Budget Allocation for Discrete Event Simulation
This paper deals with ranking and selection problem via simulation. We present an optimal computing budget allocation technique which can select the best of k simulated designs. T...
Hsiao-Chang Chen, Chun-Hung Chen, Liyi Dai, Enver ...
HIS
2003
15 years 5 months ago
Concurrent Application of Genetic Algorithm in Pattern Recognition
Abstract. This paper proposes the fitness control procedure for the application of genetic algorithms (GA) in pattern recognition. Instead of using GA to solve a concomitant optim...
Mario Köppen, Evgenia Dimitriadou
SC
1991
ACM
15 years 8 months ago
Interprocedural transformations for parallel code generation
We present a new approach that enables compiler optimization of procedure calls and loop nests containing procedure calls. We introduce two interprocedural transformationsthat mov...
Mary W. Hall, Ken Kennedy, Kathryn S. McKinley