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About Me

I'm a Ph.d student at Aarhus University at the Department of Computer Science. I belong at the research group Algorithms, Data Structures and Foundations of Machine Learning group with professor Kasper Green Larsen as my supervisor. The objective of my Ph.d position is to explore classical learning algorithms and their theoretical limits.

Before starting research in computer science, i completed a master's degree in mathematics from Aarhus University. As a mathematics student i was especially interested in abstract algebra including category theory which i wrote my master's thesis about.

Outside work, i enjoy playing Dungeons and Dragons and Stardew Valley. If you ever need to find me in a seminar-room, look for someone crocheting.


Research Interests

My interests lies in the theory of machine learning. Currently im thinking about problems connected to: Large margin classifiers, partial concept classes, covering numbers and fat-shattering dimension.


Publications

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Tight Generalization Bounds for Large-Margin Halfspaces

Kasper Green Larsen, Natascha Schalburg

Manuscript