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ICDM
2009
IEEE
111views Data Mining» more  ICDM 2009»
14 years 2 months ago
A Game Theoretical Model for Adversarial Learning
Abstract—It is now widely accepted that in many situations where classifiers are deployed, adversaries deliberately manipulate data in order to reduce the classifier’s accura...
Wei Liu, Sanjay Chawla
ICC
2008
IEEE
203views Communications» more  ICC 2008»
14 years 2 months ago
Spectrum Leasing via Distributed Cooperation in Cognitive Radio
Abstract— The concept of cognitive radio (or secondary spectrum access) is currently under investigation as a promising paradigm to achieve efficient use of the frequency resour...
Igor Stanojev, Osvaldo Simeone, Yeheskel Bar-Ness,...
RSP
2007
IEEE
139views Control Systems» more  RSP 2007»
14 years 1 months ago
Verifying Distributed Protocols using MSC-Assertions, Run-time Monitoring, and Automatic Test Generation
This paper addresses the need for formal specification and runtime verification of system-level requirements of distributed reactive systems. It describes a formalism for specifyi...
Doron Drusinsky, Man-tak Shing
COLT
2007
Springer
14 years 1 months ago
Regret to the Best vs. Regret to the Average
Abstract. We study online regret minimization algorithms in a bicriteria setting, examining not only the standard notion of regret to the best expert, but also the regret to the av...
Eyal Even-Dar, Michael J. Kearns, Yishay Mansour, ...
GECCO
2007
Springer
158views Optimization» more  GECCO 2007»
14 years 1 months ago
A leader-based parallel cross entropy algorithm for MCP
The Cross Entropy algorithm is a new search method for combinatorial problem. However, it needs considerable computational time to achieve good solution quality. To make the Cross...
Zhanhua Bai, Qiang Lv