2 papers
cs.CY2025
Position Paper: If Innovation in AI Systematically Violates Fundamental Rights, Is It Innovation at All?
Josu Eguiluz Castañeira, Axel Brando, Migle Laukyte +1
Artificial intelligence (AI) now permeates critical infrastructures and decision-making systems where failures produce social, economic, and democratic harm. This position paper ch…
cs.LG2023
Retrospective Uncertainties for Deep Models using Vine Copulas
Nataša Tagasovska, Firat Ozdemir, Axel Brando
Despite the major progress of deep models as learning machines, uncertainty estimation remains a major challenge. Existing solutions rely on modified loss functions or architectura…