The Conference for Machine Learning Innovation

Federated Learning: The Next Generation Machine Learning for Regulated Domains – Healthcare and Banking

Session
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Until June 2
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Join the ML Revolution!
Until June 2
✓ Save up to 226€
✓ Group discount
✓ Special discount for freelancers
Register Now
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Register Now
Thank you for attending!
Register Now
Join the ML Revolution!
Register until conference starts:
✓ 2 in 1 conference special
✓ 10 % Team Discount
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Join the ML Revolution!
Register until conference starts:
✓ 2 in 1 conference special
✓ 10 % Team Discount
Register Now
Infos

Banking- and healthcare-based AI depends on a lot of data. Maintaining such a huge volume of data on the cloud and running a machine learning model would require lots of resources. But can we do better? Federated learning is an approach to learn in a distributed fashion from billions of data sources, without needing a central repository. It is the next-gen application in banking and healthcare because both the data are restricted by central authorities like banks/health centers. With federated learning, such bodies will be able to share "knowledge" with each other without explicitly sharing data. This is a huge implication for areas like financial crime, where banks can help one another to keep their customers safe without sharing all their confidential data, only the learnings. Health centers can conduct testing of new approaches at mass scale or can learn from diagnoses that work. How can your organization leverage this? This session will help you answer that.

This Session originates from the archive of Diese Session stammt aus dem Archiv von MunichMunich . Take me to the program of . Hier geht es zum aktuellen Programm von Munich Munich .

This Session originates from the archive of Diese Session stammt aus dem Archiv von MunichMunich . Take me to the program of . Hier geht es zum aktuellen Programm von Singapore Singapore .

This Session originates from the archive of Diese Session stammt aus dem Archiv von MunichMunich . Take me to the program of . Hier geht es zum aktuellen Programm von Berlin Berlin .

This Session Diese Session originates from the archive of stammt aus dem Archiv von MunichMunich . Take me to the current program of . Hier geht es zum aktuellen Programm von Munich Munich , Singapore Singapore or oder Berlin Berlin .

Behind the Tracks