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Induction over Strategic Agents
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DOI：10.1287/isre.1090.0272.png)
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W e study the problem where a decision maker needs to discover a classification rule to classify intelligent, self-interested agents. Agents may engage in strategic behavior to alter their characteristics for a favorable classification. We show how the decision maker can induce a classification rule that anticipates such behavior while still satisfying an important risk minimization principle.
Keyword:
discriminant analysis
principal-agent
strategic gaming
generalization
adversarial learning
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1.4K
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