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CP
2005
Springer
15 years 7 months ago
Approximations in Distributed Optimization
Abstract. We present a parameterized approximation scheme for distributed combinatorial optimization problems based on dynamic programming. The algorithm is a utility propagation m...
Adrian Petcu, Boi Faltings
KBSE
2008
IEEE
15 years 8 months ago
Dependence Anti Patterns
A Dependence Anti Pattern is a dependence structure that may indicate potential problems for on–going software maintenance and evolution. Dependence anti patterns are not struct...
David Binkley, Nicolas Gold, Mark Harman, Zheng Li...
ICSM
2003
IEEE
15 years 7 months ago
Reverse Engineering of the Interaction Diagrams from C++ Code
In object oriented programming, the functionalities of a system result from the interactions (message exchanges) among the objects allocated by the system. While designing object ...
Paolo Tonella, Alessandra Potrich
ICML
2010
IEEE
15 years 2 months ago
Robust Formulations for Handling Uncertainty in Kernel Matrices
We study the problem of uncertainty in the entries of the Kernel matrix, arising in SVM formulation. Using Chance Constraint Programming and a novel large deviation inequality we ...
Sahely Bhadra, Sourangshu Bhattacharya, Chiranjib ...
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JMLR
2006
125views more  JMLR 2006»
15 years 1 months ago
Linear Programming Relaxations and Belief Propagation - An Empirical Study
The problem of finding the most probable (MAP) configuration in graphical models comes up in a wide range of applications. In a general graphical model this problem is NP hard, bu...
Chen Yanover, Talya Meltzer, Yair Weiss