About Labelia Labs (ex Substra Foundation)

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.

 
Substra foundation_Illustration 5.png
 

Our main lines of action

We are a (small) team of passionate, committed individuals, which aims to bring together a larger community of contributors and interested parties to participate in the global effort. We focus on the following lines of action:

 

Industrial R&D
consortiums - Federated learning

We participate in research consortiums (see pages HealthChain and Melloddy) dedicated to new privacy-preserving federated learning collaborations on sensitive data.

Pictos_Substra_Rose-Orange_RVB_Data science responsable et de confiance.png

Responsible and trustworthy AI participative initiative

We animate a participative initiative on responsible and trustworthy AI, and develop methodological tools for practitionners:
- Reference framework
- Assessment platform
- Certification

 
 

ADMINISTRATIVE STATUS

Labelia Labs (ex Substra Foundation) is a French ‘association loi 1901’. It was incorporated in Loire-Atlantique on May 11th, 2018, and received the identifiers RNA W442019641 and SIREN 839793171.

MORE INFORMATION

To get more information we invite you to:

Open positions

Here is the list of currently open positions at Substra Foundation:

  • Project manager responsible AI - 6-months internship - Paris: see our job offer

We are always happy to receive applications at jobs@labelia.org!