CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.
Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .
Livrables
This report will describe the Living Lab (LL) hosted by each use case. These LLs will convene a cross-section of key actors, to form a cross-sectoral working group which will serve as a focal point for interactions with stakeholders of each of the respective use cases. The LLs will comprise stakeholders such as public authorities, local business representatives, NGOs, policy makers, etc., and seek to embed their perspective into the research process, increasing the potential for practical application of project results. Stakeholder engagement within the LLs will be central to economic methods such as cost benefit analysis, choice experiments, and revealed preference analysis, in order to develop effective financial instruments to incentivise behaviour change, and inform policy development.
Methods for Explainability that Incorporate Fairness Measures (s’ouvre dans une nouvelle fenêtre)This report describes novel explainability methods to provide explanations on fairness of the outcomes of AI algorithms, tying the produced explanations to respective fairness definitions. In particular, we will focus on how we will incorporate additional factors in the optimization objective of explainability algorithms such as counterafactuals or SHAP, in order to account for in changes of fairness definition configurations. This will also describe their initial implementations.
First Periodical Management Report (s’ouvre dans une nouvelle fenêtre)The periodical management report will have two parts. (1) The Technical Report's Part B is a project status report. It presents a narrative of the progression of the work done, from project objectives and work packages, to tasks’ progress descriptions. It also covers detected risks and the associated mitigation measures. Also, any deviations from original planning should be explained here. (2) The Financial Report refers to the consumption of the project costs incurred during the period.
A Study on Fair AI Policies and Regimes (s’ouvre dans une nouvelle fenêtre)In order to ground the research and development in the relevant regulation of the EU and selected third countries (esp. in the WOR use case, where many clients are multi-nationals with large operations in the US), this report will present a comprehensive overview of AI-Fairness policy (to be updated as a live document), providing guidance and suggestions to the consortium. It will report on workshops with regulators dealing with AI fairness. It will explain the regulatory tensions (e.g. between property and fairness protection regimes) and suggest potential strategies of resolution. It will develop lists of best regulatory practices. It will suggest and develop model contract clauses in relation to FairAI and assess existing AI-based service providers’ contract on their basis.
The Project Website will be the base for the dissemination activities that will be projected through the website. These will include the project details, project progress, promotional videos, participation in scientific conferences and business venues. All publications derived from the project will be linked from the project website in their arxiv and archival forms to maximize the project promotion. Moreover, the project promotion plans will include the setup and maintenance of LinkedIn groups dedicated to the project promotion, and a print fact sheet.
An updated version of the data management plan will be made available in time for the mid-term review.
Data Management Plan (s’ouvre dans une nouvelle fenêtre)The first version of the DMP will be submitted within the first 6 months of the project.
Publications
Auteurs:
Zhou, Quan; Marecek, Jakub
Publié dans:
2023
DOI:
10.48550/arxiv.2310.11407
Auteurs:
Shafiei, Allahkaram; Kungurtsev, Vyacheslav; Marecek, Jakub
Publié dans:
2022
DOI:
10.48550/arxiv.2211.09774
Auteurs:
Aspman, Johannes; Bareilles, Gilles; Kungurtsev, Vyacheslav; Marecek, Jakub; Takáč, Martin
Publié dans:
2023
DOI:
10.48550/arxiv.2305.16122
Auteurs:
Qiu, Songqiang; Kungurtsev, Vyacheslav
Publié dans:
2023
DOI:
10.48550/arxiv.2302.07947
Auteurs:
Nemecek, Jiri; Pevny, Tomas; Marecek, Jakub
Publié dans:
2024
DOI:
10.48550/arxiv.2401.14086
Auteurs:
Greenberg, Ido; Yannay, Netanel; Mannor, Shie
Publié dans:
2023
DOI:
10.48550/arxiv.2310.00675
Auteurs:
Zygouras, Nikolaos; Gunopulos, Dimitrios
Publié dans:
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022
DOI:
10.48550/arxiv.2301.05292
Auteurs:
Nizhnichenkov, Svetoslav; Nair, Rahul; Daly, Elizabeth; Mac Namee, Brian
Publié dans:
2023
DOI:
10.48550/arxiv.2312.00765
Auteurs:
Haldar, Swagatam; Saha, Diptikalyan; Wei, Dennis; Nair, Rahul; Daly, Elizabeth M.
Publié dans:
2023
DOI:
10.48550/arxiv.2306.06473
Auteurs:
Aspman, Johannes; Kungurtsev, Vyacheslav; Seraji, Reza Roohi
Publié dans:
2023
DOI:
10.48550/arxiv.2302.00709
Auteurs:
Bareilles, Gilles; Aspman, Johannes; Nemecek, Jiri; Marecek, Jakub
Publié dans:
2023
DOI:
10.48550/arxiv.2311.13544
Auteurs:
Loukas Kavouras, Konstantinos Tsopelas, Giorgos Giannopoulos, Dimitris Sacharidis, Eleni Psaroudaki, Nikolaos Theologitis, Dimitrios Rontogiannis, Dimitris Fotakis, Ioannis Emiris
Publié dans:
NeurIPS 2023, 2023
Éditeur:
NeurIPS
DOI:
10.48550/arXiv.2306.14978
Auteurs:
Zhou, Quan; Ghosh, Ramen; Shorten, Robert; Marecek, Jakub
Publié dans:
2024 IEEE 40th International Conference on Data Engineering Workshops (ICDEW), 2024
Éditeur:
IEEE
DOI:
10.48550/ARXIV.2209.01410
Auteurs:
Swagatam Haldar, Diptikalyan Saha, Dennis Wei, Rahul Nair, Elizabeth M. Daly
Publié dans:
UAI 2023, 2023
Éditeur:
Association for Uncertainty in Artificial Intelligence
Auteurs:
Johannes Aspman, Gilles Bareilles, Vyacheslav Kungurtsev, Jakub Marecek, Martin Takáč
Publié dans:
Foundations of Computational Mathematics, 2023
Éditeur:
Foundations of Computational Mathematics
Auteurs:
Erik Miehling, Rahul Nair, Elizabeth Daly, Karthikeyan Natesan Ramamurthy, Robert Redmond
Publié dans:
NeurIPS 2023, 2023, ISSN 1049-5258
Éditeur:
neurips.cc
Auteurs:
Zhou, Quan; Ghosh, Ramen; Shorten, Robert; Marecek, Jakub
Publié dans:
FAIR 2024, 2022
DOI:
10.48550/arxiv.2209.01410
Auteurs:
Tomaras, Dimitrios; Tsenos, Michail; Kalogeraki, Vana
Publié dans:
23rd IEEE International Conference on Mobile Data Management (MDM), 2022
DOI:
10.48550/arxiv.2302.04463
Auteurs:
Rahul Nair
Publié dans:
ICML 2023 Workshop Artificial Intelligence & Human-Computer Interaction, 2023, ISSN 2640-3498
Éditeur:
MLResearchPress
Auteurs:
Dimitris Sacharidis, Giorgos Giannopoulos, George Papastefanatos, Kostas Stefanidis
Publié dans:
26th International Conference on Extending Database Technology (EDBT), 2023
Éditeur:
EDBT
Auteurs:
Aspman, Johannes; Korpas, Georgios; Marecek, Jakub
Publié dans:
AAAI 2024, 2024
DOI:
10.48550/arxiv.2310.04469
Auteurs:
Kavouras, Loukas; Tsopelas, Konstantinos; Giannopoulos, Giorgos; Sacharidis, Dimitris; Psaroudaki, Eleni; Theologitis, Nikolaos; Rontogiannis, Dimitrios; Fotakis, Dimitris; Emiris, Ioannis Z.
Publié dans:
NeurIPS 2023, 2023
DOI:
10.48550/ARXIV.2306.14978
Auteurs:
Jakub Mareček, Michal Roubalik, Ramen Ghosh, Robert N. Shorten, Fabian R. Wirth
Publié dans:
Automatica, 2023, ISSN 0005-1098
Éditeur:
Pergamon Press Ltd.
DOI:
10.1016/j.automatica.2022.110743
Auteurs:
Quan Zhou, Jakub Mareček, Robert Shorten
Publié dans:
The Journal of Artificial Intelligence Research (JAIR), 2023, ISSN 1076-9757
Éditeur:
Morgan Kaufmann Publishers, Inc.
DOI:
10.1613/jair.1.14050
Auteurs:
Wynita M. Griggs; Ramen Ghosh; Jakub Mareček; Robert N. Shorten
Publié dans:
International Journal of Control, 2025, ISSN 0020-7179
Éditeur:
Taylor and Francis
DOI:
10.1080/00207179.2025.2469281
Auteurs:
Vyacheslav Kungurtsev, Jakub Marecek, Ramen Ghosh, Robert Shorten
Publié dans:
Automatica, 2023, ISSN 0005-1098
Éditeur:
Pergamon Press Ltd.
DOI:
10.1016/j.automatica.2023.110946
Auteurs:
Ferraro, P; Yu, JY; Ghosh, R; Alam, SE; Marecek, J; Wirth, F; Shorten, R
Publié dans:
International Journal of Control, 2023, ISSN 0020-7179
Éditeur:
Taylor & Francis
DOI:
10.48550/ARXIV.2209.13273
Auteurs:
Zamanos, Andreas; Ioannakis, George; Emiris, Ioannis
Publié dans:
Journal of Chemical Information and Modeling, 2024, ISSN 1549-9596
Éditeur:
American Chemical Society
DOI:
10.1021/ACS.JCIM.3C01559
Auteurs:
Allahkaram Shafiei; Vyacheslav Kungurtsev; Jakub Marecek
Publié dans:
Mathematical Methods of Operations Research, 2024, ISSN 1432-5217
Éditeur:
Springer
DOI:
10.48550/ARXIV.2105.09407
Auteurs:
Pietro Ferraro,Jia Yuan Yu,Ramen Ghosh,Syed Eqbal Alam,Jakub Marecek,Fabian Wirth, Robert Shorten
Publié dans:
International Journal of Control, 2024, ISSN 0020-7179
Éditeur:
Taylor and Francis Ltd.
DOI:
10.1080/00207179.2023.2259016
Auteurs:
Quan Zhou, Jakub Mareček, Robert Shorten
Publié dans:
PLoS One, 2023, ISSN 1932-6203
Éditeur:
Public Library of Science
DOI:
10.1371/journal.pone.0281443
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