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pro vyhledávání: '"Noguero, David Solans"'
Autor:
Corbucci, Luca, Heikkila, Mikko A, Noguero, David Solans, Monreale, Anna, Kourtellis, Nicolas
Training and deploying Machine Learning models that simultaneously adhere to principles of fairness and privacy while ensuring good utility poses a significant challenge. The interplay between these three factors of trustworthiness is frequently unde
Externí odkaz:
http://arxiv.org/abs/2407.15224
Autor:
Shah, Muhammad A., Noguero, David Solans, Heikkila, Mikko A., Raj, Bhiksha, Kourtellis, Nicolas
As Automatic Speech Recognition (ASR) models become ever more pervasive, it is important to ensure that they make reliable predictions under corruptions present in the physical and digital world. We propose Speech Robust Bench (SRB), a comprehensive
Externí odkaz:
http://arxiv.org/abs/2403.07937
Autor:
Katare, Dewant, Noguero, David Solans, Park, Souneil, Kourtellis, Nicolas, Janssen, Marijn, Ding, Aaron Yi
The accuracy and fairness of perception systems in autonomous driving are essential, especially for vulnerable road users such as cyclists, pedestrians, and motorcyclists who face significant risks in urban driving environments. While mainstream rese
Externí odkaz:
http://arxiv.org/abs/2401.10397
Akademický článek
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