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Luca Giuliani

3 accepted papers

2023

Generalized Disparate Impact for Configurable Fairness Solutions in ML

ICML 2023poster

We make two contributions in the field of AI fairness over continuous protected attributes. First, we show that the Hirschfeld-Gebelein-Renyi (HGR) indicator (the only one currently available for such a case) is valuable but subject to a few crucial limitations regarding semantics, interpretability,…

2023

Towards Symbiotic Creativity: A Methodological Approach to Compare Human and AI Robotic Dance Creations

IJCAI 2023poster

Artificial Intelligence (AI) has gradually attracted attention in the field of artistic creation, resulting in a debate on the evaluation of AI artistic outputs. However, there is a lack of common criteria for objective artistic evaluation both of human and AI creations. This is a frequent issue in…

2017

Evaluation of a complementary hearing aid for spatial sound segregation

ICASSP 2017accepted

Spatial segregation of sounds is a common and simple task for healthy hearing people. Unfortunately, people who suffer from partial hearing loss have great troubles in separating sound sources in crowded and noisy environments. Social isolation is the most common consequence and hearing aids are not…

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