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JMLR
2010
126views more  JMLR 2010»
14 years 9 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
SCAM
2002
IEEE
15 years 7 months ago
Handling Preprocessor-Conditioned Declarations
Many software systems are developed with configurable functionality, and for multiple hardware platforms and operating systems. This can lead to thousands of possible configuratio...
Lerina Aversano, Massimiliano Di Penta, Ira D. Bax...
EUROMICRO
2004
IEEE
15 years 6 months ago
Integrity Management in Component Based Systems
There is a need for mechanisms for maintaining and restoring software integrity on deployed systems. Dynamic replacement, removal and addition of components in deployed systems is...
Johan Muskens, Michel R. V. Chaudron
AAAI
2011
14 years 2 months ago
Incorporating Boosted Regression Trees into Ecological Latent Variable Models
Important ecological phenomena are often observed indirectly. Consequently, probabilistic latent variable models provide an important tool, because they can include explicit model...
Rebecca A. Hutchinson, Li-Ping Liu, Thomas G. Diet...
ENTCS
2006
138views more  ENTCS 2006»
15 years 2 months ago
Variables as Resource in Separation Logic
Separation logic [20,21,14] began life as an extended formalisation of Burstall's treatment of list-mutating programs [8]. It rapidly became clear that there was more that it...
Richard Bornat, Cristiano Calcagno, Hongseok Yang