Collaborative, responsible and trustworthy data science.
A new space is emerging at the intersection between the expansion of AI algorithms in organizations and public concerns about private data and the lack of transparency in algorithms. These are two powerful trends that are starting to collide.
So this opens up a space for research and innovation on approaches, methodologies, and tools that will marry the two. It is about freeing up more data for research and filling the "knowledge gap" in many disciplines, while ensuring a high level of protection for personal or sensitive data, and guaranteeing the quality and transparency of data science work. A huge and exciting challenge!
The Labelia Labs association has therefore set itself the mission of developing the positive impacts of Data Science by equipping and promoting collaborative, responsible and trustworthy approaches.
Responsible data science, ML orchestration, Traceability of ML, Data science collaborations, IA responsable, AI Act, IA de confiance, and Trustworthy AI
Data Science collaborative, responsable et de confiance
L’association Labelia Labs s’est donnée pour mission de développer les impacts positifs de la Data Science en en outillant et promouvant les approches collaboratives, responsables et dignes de confiance.
Substra Foundation is an independent organization advocating for responsible data science and fostering new scientific and economic collaborations. It promotes, protects and advances the open source project Substra, enabling by-design secure, traceable, distributed ML orchestration.
Corporate | Type | Tweets | Articles | |
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Groupe Crédit Agricole Bank, Banking | Groupe Crédit Agricole Bank, Banking | Other 7 Feb 2024 | | |
MSD Pharmaceutical, Pharmaceutical Manufacturing | MSD Pharmaceutical, Pharmaceutical Manufacturing | Other 17 Sep 2020 | | |
Ministère Écologie Territoires Government Administration | Ministère Écologie Territoires Government Administration | Other 19 Dec 2022 | | |
Région Nouvelle-Aquitaine National and local authorities, Government Administration | Région Nouvelle-Aquitaine National and local authorities, Government Administration | Other 9 Dec 2022 | | |
MAIF Insurance, Health, Mutual insurance | MAIF Insurance, Health, Mutual insurance | Other 7 Feb 2024 | | |
French Tech Limousin French Tech, IT Services and IT Consulting | French Tech Limousin French Tech, IT Services and IT Consulting | Other 17 Oct 2023 | | |
INVIVOLIM Biotechnology, Biotechnology Research | INVIVOLIM Biotechnology, Biotechnology Research | Other 21 May 2019 | |