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123
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ML
2002
ACM
167views Machine Learning» more  ML 2002»
15 years 13 days ago
Linear Programming Boosting via Column Generation
We examine linear program (LP) approaches to boosting and demonstrate their efficient solution using LPBoost, a column generation based simplex method. We formulate the problem as...
Ayhan Demiriz, Kristin P. Bennett, John Shawe-Tayl...
99
Voted
ANOR
2008
93views more  ANOR 2008»
15 years 27 days ago
Pruning in column generation for service vehicle dispatching
Abstract Column generation techniques have become a widely used technique to successfully solve large (integer) linear programs. One of the keys to obtaining a practically efficien...
Stephan Westphal, Sven Oliver Krumke
PLDI
1997
ACM
15 years 5 months ago
Dynamic Feedback: An Effective Technique for Adaptive Computing
This paper presents dynamic feedback, a technique that enables computations to adapt dynamically to different execution environments. A compiler that uses dynamic feedback produce...
Pedro C. Diniz, Martin C. Rinard
SP
2008
IEEE
15 years 7 months ago
Automatic Patch-Based Exploit Generation is Possible: Techniques and Implications
The automatic patch-based exploit generation problem is: given a program P and a patched version of the program P′ , automatically generate an exploit for the potentially unknow...
David Brumley, Pongsin Poosankam, Dawn Xiaodong So...
ISHPC
2000
Springer
15 years 4 months ago
Automatic Generation of OpenMP Directives and Its Application to Computational Fluid Dynamics Codes
The shared-memory programming model is a very effective way to achieve parallelism on shared memory parallel computers. As great progress was made in hardware and software technolo...
Haoqiang Jin, Michael A. Frumkin, Jerry C. Yan