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More certainty for deep learning

With the support of Saab, doctoral student Lassi Meronen is developing models for deep learning that can be used, for example, in radars and medical diagnosis.
Koneoppiminen on vienyt eteenpäin muun muassa konenäön, datatieteen, robotiikan ja ihmisen ja koneen vuorovaikutuksen aloja. Kuva: Aki-Pekka Sinikoski
Photo: Aki-Pekka Sinikoski

Deep learning, machine learning and artificial intelligence offer significant opportunities to solve the challenges of different disciplines and make our lives easier in many ways. 

Lassi Meronen develops deep learning models that know how to estimate their own uncertainty computationally.

"There is still a lot to be developed in technology modeling, especially in assessing uncertainty. Deep learning models may fail, for example, in situations where the model encounters something new that it has not seen before. Saab offers many fascinating, real-life application challenges that take my research forward,” says Lassi Meronen. 

He discusses the topic in a video with Assistant Professor Arno Solin: 

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