Karen Ullrich.

I am a Ph.D. student at Uo Amsterdam, supervised by Prof. Max Welling and alumni of the Austrian Research Institute for AI, Intelligent Music Processing and Machine Learning Group lead by Prof. Gerhard Widmer. I studied Physics and Numerical Simulations in Leipzig and Amsterdam. [CV]

My research focus lies in machine learning. In particular, I am interested in statistical inference, information theory, deep learning, Bayesian methods, geometric methods and graph theory. I apply techniques of the aforementioned to problems in structural and systems biology, compression, sequential data (e.g. music, environmental data) and real-time sensoring.


PUBLICATIONS.


EVENTS.

2018/09 Die Grenzen der Automation durch Künstliche Intelligenz: Wie wissen wir, was automatisiert werden kann und was nicht?

Invited talk at Brave New World, a conference organised byt the Forum InformatikerInnen für Frieden und gesellschaftliche Verantwortung, in collaboration with Hendrik Heuer
Berlin, Germany.
[VIDEO]


2017/12 Beeinflussung durch Künstliche Intelligenz

Contributed talk at 34c3 (Chaos Communication Congress), in collaboration with Hendrik Heuer
Leipzig, Germany.
[SLIDES] [VIDEO]


2017/07 What Would Shannon Do? Bayesian Compression for DL

Contributed talk at the MILA/CIFAR Deep Learning and Reinforcement Learning Summer School
Montreal, Canada.
[SLIDES] [VIDEO]


2016/08 Tutorial on Deep Learning for the Arts

Workshop at Electromagnetic Field Festival
Guildford, UK.
[SLIDES]


2016/06 Neural Style Transfer for Music

4 Weeks project with 10 students, in collaboration Jörn-Henrik Jacobsen and Thomas Kipf
Uo Amsterdam, The Netherlands.
[RESULTS BY BARIS DEMIRDELEN]


2015/08 Goethe on my Mind

Contributed talk at Chaos Communication Camp
Mildenberg, Germany.
[VIDEO] [DEMO]