stat.ME · 2026-09-28 · No. 127

Methodology, 2026-09-28.

1 new papers in stat.ME. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Statistical attribute alignment for black-box generative AI via output post-processing

    Kevin Jiang, Morgane Austern, Edgar Dobriban, Jason M. Klusowski

    stat.ME · cs.AI · cs.LG · math.ST

    Generative AI systems are increasingly used, but aligning their outputs with user requirements poses a continuing challenge. Here, we aim to ensure that the distribution of an attribute of an AI-generated output aligns with a user-specified target. This is motivated by examples such as fairness, where we want to ensure that a protected attribute (e.g., gender, race, or age categories) follows a desired distribution, and synthetic data...

    arxiv.org/abs/2609.31607 · PDF

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