Sampling Individually-Fair Rankings that are Always Group Fair

Author:

Gorantla Sruthi1ORCID,Mehrotra Anay2ORCID,Deshpande Amit3ORCID,Louis Anand4ORCID

Affiliation:

1. Computer Science and Automation, Indian Institute of Science, India

2. Yale University, USA

3. Microsoft, India

4. Indian Institute of Science, India

Funder

NSF (National Science Foundation)

Publisher

ACM

Reference69 articles.

1. Rakesh Agrawal Sreenivas Gollapudi Alan Halverson and Samuel Ieong. 2009. Diversifying Search Results. In WSDM. ACM 5–14. Rakesh Agrawal Sreenivas Gollapudi Alan Halverson and Samuel Ieong. 2009. Diversifying Search Results. In WSDM. ACM 5–14.

2. Incremental cluster-based retrieval using compressed cluster-skipping inverted files

3. Arash Asadpour , Rad Niazadeh , Amin Saberi , and Ali Shameli . 2022. Sequential Submodular Maximization and Applications to Ranking an Assortment of Products. Operations Research ( 2022 ). Arash Asadpour, Rad Niazadeh, Amin Saberi, and Ali Shameli. 2022. Sequential Submodular Maximization and Applications to Ranking an Assortment of Products. Operations Research (2022).

4. Pranjal Awasthi , Matthäus Kleindessner , and Jamie Morgenstern . 2020 . Equalized Odds Postprocessing under Imperfect Group Information . In International Conference on Artificial Intelligence and Statistics. PMLR, 1770–1780 . Pranjal Awasthi, Matthäus Kleindessner, and Jamie Morgenstern. 2020. Equalized Odds Postprocessing under Imperfect Group Information. In International Conference on Artificial Intelligence and Statistics. PMLR, 1770–1780.

5. Random sampling from a search engine's index

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