The Fundamental Limits of Fraud Detection in Card Payment Networks

In three linesTheoretical study of fundamental limits in card payment fraud detection. Authors formalize payment authorization as sequential decision problem with delayed, censored, and corrupted feedback. They derive minimax regret lower bound showing that improving data quality has greater impact than increasing model complexity.

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