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John Martinsson

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+46 73 020 53 26
Email
john.martinsson@ri.se
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Expertise

AI for climate change

We are facing the greatest challenge in modern time. Climate change is already giving rise to extreme weather events around the world. Artificial intelligence can be used both to mitigate and help us adapt to the disasters we face…
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, including Chat GPT, Dall-E, and autonomous driving. Deep neural networks are used in many applicati…