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John Martinsson

Junior Forskare

Email
john.martinsson@ri.se
Location
Göteborg
Unit
Intelligenta system (102404)
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Expertise

Privacy preserving machine learning

Today, large amounts of data are used to train AI systems that can be of great benefit to humanity. But what the trained systems remember from the training data is not always clear. We work to make it clear what a system remembers…
Expertise

Federated learning

Federated learning take advantage of data that is distributed across a number of clients. Learning takes place locally on the clients, and with the help of a central server these clients can collaborate and achieve an even better …
Expertise

Deep learning

Deep learning has taken the world by storm as the modern day work-horse powering many recent solutions in artificial intelligence. Deep neural networks are used in many applications in natural language processing and image analysi…