Catching the heartbeat of the data management community: perspectives on exciting and controversial topics, from and for the ACM SIGMOD community.

Posts by Dimitris Sacharidis, Giorgos Giannopoulos, and Loukas Kavouras

Each author's own page: Dimitris Sacharidis, Giorgos Giannopoulos, and Loukas Kavouras

Auditing bias of recourse in classifiers (part II)

by Dimitris Sacharidis, Giorgos Giannopoulos, and Loukas Kavouras on Sep 25, 2024 | Categories: Fairness

Introduction Fairness is a fundamental principle reflecting our innate sense of justice and equity. The essence of fairness lies in the equitable, unbiased and just treatment of all individuals. In our previous post (part I), we provided an introduction to the bias of recourse problem. In this post…

Auditing bias of recourse in classifiers (part I)

by Dimitris Sacharidis, Giorgos Giannopoulos, and Loukas Kavouras on Jun 19, 2024 | Categories: Fairness

Introduction Fairness is a fundamental principle reflecting our innate sense of justice and equity. The essence of fairness lies in the equitable, unbiased and just treatment of all individuals. Nevertheless, translating this principle to specific rules, people, and systems can adhere to is highly…