Fredrik Cumlin

I am a PhD student supervised by Saikat Chatterjee and co-supervised by Magnus Jansson. I hold a Bachelor of Science and Master of Science in Mathematics from Stockholm University, and a Master of Science in Engineering Physics with specialization in Machine Learning from KTH.

My research sits at the intersection of machine learning and dynamical systems, with a particular focus on situations where data is limited. I'm especially interested in probabilistic modeling using deep neural networks. I've also worked on non-intrusive speech quality assessment.

I am affiliated with the Wallenberg AI, Autonomous Systems and Software Program (WASP).