dogear

enter for all results · esc to close

XAudit : A Theoretical Look at Auditing with Explanations

arxiv.orgsite

(Arxiv) Formalizes the role of explanations in auditing and investigates if and how model explanations can help audits.

from
Audit Algorithms
added
2026-10-10
likes
0

similar

  1. Auditing Local Explanations is Hard arxiv.org

    (NeurIPS) Gives the (prohibitive) query complexity of auditing explanations.

  2. Mapping the Field of Algorithm Auditing: A Systematic Literature Review Identifying Research Trends, Linguistic and… arxiv.org

    (Arxiv) Systematic review of algorithm auditing studies and identification of trends in their methodological approaches.

  3. Auditing link.springer.com
  4. Auditing Pay-Per-Token in Large Language Models arxiv.org

    (arXiv) Develops an auditing framework based on martingale theory that enables a trusted third-party auditor who sequentially queries a provider to detect token misreporting.

  5. AI Explainability 360 github.com

    Interpretability and explainability of data and machine learning models.

  6. Closing the AI Accountability Gap: Defining an End-to-End Framework for Internal Algorithmic Auditing dl.acm.org

    🎓

Audit Algorithms › Papers > 2023: “(Arxiv) Formalizes the role of explanations in auditing and investigates if and how model explanations can help audits.”