arXivAI Research
Statistical Attribute Alignment for Black-Box Generative AI via Output Post-Processing
黑盒生成式 AI 的統計屬性對齊：透過輸出後處理實現公平與多樣性
This paper introduces post-processing algorithms to align the attribute distribution of black-box generative AI outputs with user-specified targets using a mathematically minimized number of queries.
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