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IJCAI
2007
15 years 7 months ago
Maximum Margin Coresets for Active and Noise Tolerant Learning
We study the problem of learning large margin halfspaces in various settings using coresets to show that coresets are a widely applicable tool for large margin learning. A large m...
Sariel Har-Peled, Dan Roth, Dav Zimak
IJCAI
2007
15 years 7 months ago
A Machine Learning Approach for Statistical Software Testing
Some Statistical Software Testing approaches rely on sampling the feasible paths in the control flow graph of the program; the difficulty comes from the tiny ratio of feasible p...
Nicolas Baskiotis, Michèle Sebag, Marie-Cla...
IJCAI
2007
15 years 7 months ago
Coordination to Avoid Starvation of Bottleneck Agents in a Large Network System
In this paper, we present a multi-agent control method for a large-scale network system. We propose an extension of a token-based coordination technique to improve the tradeoff be...
Rajesh Gautam, Kazuo Miyashita
IJCAI
2007
15 years 7 months ago
An Experience on Reputation Models Interoperability Based on a Functional Ontology
Interaction between heterogeneous agents can raise some problems since agents may not use the same models and concepts. Therefore, the use of some mechanisms to achieve interoperab...
Laurent Vercouter, Sara J. Casare, Jaime Sim&atild...
IJCAI
2007
15 years 7 months ago
Iterated Weaker-than-Weak Dominance
We introduce a weakening of standard gametheoretic dominance conditions, called δdominance, which enables more aggressive pruning of candidate strategies at the cost of solution ...
Shih-Fen Cheng, Michael P. Wellman