[HTML][HTML] Multi-objective search for gender-fair and semantically correct word embeddings

M Hort, R Moussa, F Sarro - Applied Soft Computing, 2023 - Elsevier
Fairness is a crucial non-functional requirement of modern software systems that rely on the
use of Artificial Intelligence (AI) to make decisions regarding our daily lives in application …

Multi-objective Search for Gender-fair and Semantically Correct Word Embeddings (HOP GECCO'23)

M Hort, R Moussa, F Sarro - … of the Companion Conference on Genetic …, 2023 - dl.acm.org
Mitigating algorithmic bias during the development life cycle of AI-enabled software is crucial
given that any bias in these algorithms is inherited by the software systems using them. At …

Investigating trade-offs for fair machine learning systems

M Hort - 2023 - discovery.ucl.ac.uk
Fairness in software systems aims to provide algorithms that operate in a nondiscriminatory
manner, with respect to protected attributes such as gender, race, or age. Ensuring fairness …