Archive for June, 2024

Dimitris Sacharins - Giorgos Giannopoulos - Loukas Kavouras

Auditing bias of recourse in classifiers (part I)


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 context specific, with context meaning, social and cultural circumstances, as well […]

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