CORDIS Project
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This project focuses on enhancing the transparency and explainability of artificial intelligence by applying control theory principles. It aims to certify fairness-related qualities in AI systems through a structured approach, ensuring that developers and users understand the implications of their algorithmic choices a…
In this proposal, we address the matter of transparency and explainability of AI using approaches inspired by control theory.
Notably, we consider a comprehensive and flexible certification of properties of AI pipelines, certain closed-loops and more complicated interconnections.
At one extreme, one could consider risk averse a priori guarantees via hard constraints on certain bias measures in the training process.
At the other extreme, one could consider nuanced communication of the exact trade…
CESKE VYSOKE UCENI TECHNICKE V PRAZE
Partner organizations (coordinator is shown above), with normalized type and CORDIS activity type. Guests see up to 4 partners.
ATHENA - RESEARCH AND INNOVATION CENTER
Greece, Maroussi
Type: Research institute
Activity type: Research Organisations
SME: No
Ireland, DUBLIN
Type: Company (for-profit)
Activity type: Private for-profit entities (excluding Higher or Secondary Education Establishments)
SME: No
TECHNION - ISRAEL INSTITUTE OF TECHNOLOGY
Israel, Haifa
Type: University / higher education
Activity type: Higher or Secondary Education Establishments
SME: No
WORKABLE SOFTWARE SINGLE MEMBER PRIVATE COMPANY
Greece, ATHENS
Type: Company (for-profit)
Activity type: Private for-profit entities (excluding Higher or Secondary Education Establishments)
SME: No
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