Reference material – AI Labs brochure
The Edge Learning Consortium has enabled partners to tackle some of the most pressing AI challenges across multiple sectors, demonstrating the power of AI Labs’ consortium model. Scroll for some of the key results and resources from the Edge Learning Consortium.
Results: verifying the power of Edge learning
Advanced AI research in federated learning & decentralized AI architectures
Accelerated AI innovation in mobility, healthcare, infrastructure, security & space
Strengthened Sweden's AI ecosystem
Launched new talent programs to build human capacity while solving partner problems
Positioned AI Sweden as a leader in Decentralized Learning & AI Security
Related projects
Consortium
LeakPro: Leakage profiling and risk oversight for machine learning models
Federated Fleet Learning
Federated Learning In Banking
Swedish Space Data Lab 3.0
Next generation infrastructure
AI-Powered Honeypots
Data-driven organizations – Best practices for AI operationalization in Sweden
Scientific publications
In many areas, including federated learning and NLU, AI Sweden's work is at the absolute forefront. Some of the work that is done together with our partners results in scientific articles.
Decoupled Subgraph Federated Learning
Javad Aliakbari, Johan Östman and Alexandre Graell i Amat. 2024. FedStruct: Federated Decoupled Learning over Interconnected Graphs
Publishing Neural Networks in Drug Discovery Might Compromise Training Data Privacy
Fabian P. Krüger, Johan Östman, Lewis Mervin, Igor V. Tetko and Ola Engkvist. Submitted to Nature Machine Intelligence 2024.
Videos
Select AI Sweden podcast episodes
Join our journey into the future of AI
As we move forward with new consortiums, we will continue to push the limits of AI, contribute to shaping the global AI agenda, and inspire the next generation of innovators.
To AI Sweden’s partners—past, present, and future—this is your success too. You are part of something groundbreaking. New consortiums are currently being formed in AI and Security and in Automotive, and there are more to come. To learn more about your opportunities here and engage - contact your partner manager AI Sweden.
